run frontend fix

chore: set aiEngine env vars automatically in dev:all
When AIENGINE_URL is provided (i.e. task dev:all), also set AIENGINE_ENABLED=true and AIENGINE_TIMEOUTSECONDS=120 so the backend picks up the full AI engine config without needing it in settings.yml.
2026-05-27 12:42:22 +01:00 · 2026-05-27 12:12:42 +01:00 · 2026-05-27 11:37:49 +01:00 · 2026-05-27 11:14:19 +01:00
100 changed files with 5388 additions and 3555 deletions
@@ -157,7 +157,9 @@ app/proprietary/build
 common/build
 proprietary/build
 stirling-pdf/build
-frontend/editor/src-tauri/provisioner/target
+frontend/src-tauri/provisioner/target
+frontend/src-tauri/target
+frontend/src-tauri/runtime/

 # Byte-compiled / optimized / DLL files
 __pycache__/
@@ -174,7 +176,6 @@ venv.bak/

 # Env files (secrets / local overrides). Subproject .gitignore files whitelist any committed defaults.
 .env*
-!.env.saas.example

 # VS Code
 /.vscode/**/*
@@ -25,9 +25,9 @@ tasks:
    env:
      SERVER_PORT: '{{.PORT}}'
    cmds:
-      - cmd: '{{if .AIENGINE_URL}}AIENGINE_URL={{.AIENGINE_URL}} AIENGINE_ENABLED=true {{end}}cmd /c ".\gradlew.bat :stirling-pdf:bootRun"'
+      - cmd: '{{if .AIENGINE_URL}}AIENGINE_URL={{.AIENGINE_URL}} AIENGINE_ENABLED=true AIENGINE_TIMEOUTSECONDS=120 {{end}}cmd /c ".\gradlew.bat :stirling-pdf:bootRun"'
        platforms: [windows]
-      - cmd: '{{if .AIENGINE_URL}}AIENGINE_URL={{.AIENGINE_URL}} AIENGINE_ENABLED=true {{end}}./gradlew :stirling-pdf:bootRun'
+      - cmd: '{{if .AIENGINE_URL}}AIENGINE_URL={{.AIENGINE_URL}} AIENGINE_ENABLED=true AIENGINE_TIMEOUTSECONDS=120 {{end}}./gradlew :stirling-pdf:bootRun'
        platforms: [linux, darwin]

  dev:bundled:
@@ -257,6 +257,7 @@ tasks:
      - task: lint
      - task: format:check
      - task: test
+      - task: theme:check-unused-vars

  check:all:
    desc: "Full CI quality gate"
@@ -298,3 +299,17 @@ tasks:
    deps: [install]
    cmds:
      - node editor/scripts/generate-licenses.js
+
+  theme:clean-unused-vars:
+    desc: "Remove unused CSS variables from theme.css"
+    deps: [install]
+    vars:
+      REMOVE: '{{.REMOVE | default "false"}}'
+    cmds:
+      - node editor/scripts/clean-unused-theme-vars.js{{if eq .REMOVE "true"}} --remove{{end}} {{.CLI_ARGS}}
+
+  theme:check-unused-vars:
+    desc: "Fail if theme.css contains unused CSS variables"
+    deps: [install]
+    cmds:
+      - node editor/scripts/clean-unused-theme-vars.js --check
@@ -74,7 +74,7 @@ tasks:
        vars:
          PORT: '{{.BACKEND_PORT}}'
          AIENGINE_URL: 'http://localhost:{{.ENGINE_PORT}}'
-      - task: frontend:dev:prototypes
+      - task: frontend:dev
        vars:
          PORT: '{{.FRONTEND_PORT}}'
          BACKEND_URL: 'http://localhost:{{.BACKEND_PORT}}'
@@ -78,9 +78,6 @@ dependencies {
        runtimeOnly "com.stirling:jpdfium-natives-${platform}:1.0.1"
    }

-    // Bucket4j (local in-process token bucket for RateLimitStore default impl)
-    implementation 'com.bucket4j:bucket4j_jdk17-core:8.19.0'
-
    // ArchUnit: enforces module dependency direction (see ArchitectureTest)
    testImplementation 'com.tngtech.archunit:archunit-junit5:1.4.2'
 }
@@ -1,24 +0,0 @@
-package stirling.software.common.cluster;
-
-/** Health and identity facade for the active cluster backplane. */
-public interface ClusterBackplane {
-
-    /** Returns {@code true} when the backplane is reachable; used for health endpoints. */
-    boolean isHealthy();
-
-    /** Returns {@code "inprocess"} or {@code "valkey"}. */
-    String backplaneType();
-
-    /** Returns this JVM's stable node id (matches {@code Cluster.resolvedNodeId()}). */
-    String localNodeId();
-
-    /**
-     * Whether this JVM should run the local {@link
-     * stirling.software.common.service.TaskManager#cleanupOldJobs()} loop. Distributed backplanes
-     * own job expiry via their own TTL, so they should override this to return {@code false}.
-     * Defaults to {@code true} so in-process behavior is preserved without an explicit override.
-     */
-    default boolean shouldRunLocalCleanup() {
-        return true;
-    }
-}
@@ -1,63 +0,0 @@
-package stirling.software.common.cluster;
-
-import org.springframework.context.annotation.Configuration;
-
-import jakarta.annotation.PostConstruct;
-
-import lombok.RequiredArgsConstructor;
-import lombok.extern.slf4j.Slf4j;
-
-import stirling.software.common.model.ApplicationProperties;
-import stirling.software.common.model.ApplicationProperties.Cluster;
-
-/**
- * Validates that cluster mode is internally consistent.
- *
- * <p>Cluster settings are bound on the central {@link ApplicationProperties} under {@code
- * cluster.*}; this class reads {@link ApplicationProperties#getCluster()} and runs guards in {@link
- * PostConstruct}. When {@code cluster.enabled=false} (the default) all checks are skipped so a
- * single-instance install needs no new config.
- */
-@Slf4j
-@Configuration
-@RequiredArgsConstructor
-public class ClusterConfig {
-
-    private final ApplicationProperties applicationProperties;
-
-    @PostConstruct
-    void validate() {
-        Cluster cluster = applicationProperties.getCluster();
-        if (!cluster.isEnabled()) {
-            return;
-        }
-        String backplane = cluster.getBackplane();
-        if ("valkey".equalsIgnoreCase(backplane)) {
-            String url = cluster.getValkey() == null ? null : cluster.getValkey().getUrl();
-            if (url == null || url.isBlank()) {
-                throw new IllegalStateException(
-                        "cluster.enabled=true with backplane=valkey requires"
-                                + " cluster.valkey.url to be set (e.g."
-                                + " redis://valkey:6379).");
-            }
-        } else if ("inprocess".equalsIgnoreCase(backplane)) {
-            // enabled+inprocess only coordinates the local JVM; cross-node lookups will 410.
-            log.warn(
-                    "cluster.enabled=true with backplane=inprocess - only the local"
-                            + " JVM is coordinated. Cross-node lookups and the file proxy will fail."
-                            + " Use backplane=valkey for real multi-node deployments.");
-        } else {
-            // Fail fast on typos like "valky" so Spring doesn't later report a cryptic
-            // "no ClusterBackplane bean" - the operator-facing error names the bad value.
-            throw new IllegalStateException(
-                    "cluster.enabled=true with unknown backplane '"
-                            + backplane
-                            + "'. Valid values: inprocess | valkey.");
-        }
-        log.info(
-                "Cluster mode enabled (backplane={}, nodeRole={}, nodeId={}).",
-                backplane,
-                cluster.resolvedRole(),
-                cluster.resolvedNodeId());
-    }
-}
@@ -1,12 +0,0 @@
-package stirling.software.common.cluster;
-
-import java.time.Instant;
-
-/**
- * Snapshot of a peer node as recorded in the {@link InstanceRegistry}.
- *
- * @param internalAddress {@code host:port} the node listens on for {@code /internal/cluster/**}
- * @param role one of {@code WEB}, {@code WORKER}, {@code BOTH}
- */
-public record ClusterNode(
-        String nodeId, String internalAddress, Instant lastHeartbeat, String role) {}
@@ -1,21 +0,0 @@
-package stirling.software.common.cluster;
-
-import java.time.Duration;
-import java.util.Optional;
-
-/** Cluster-wide mutual exclusion primitive; non-reentrant by contract. */
-public interface DistributedLock {
-
-    Optional<LockHandle> tryAcquire(String lockKey, Duration leaseTime);
-
-    interface LockHandle extends AutoCloseable {
-        void release();
-
-        boolean renew(Duration leaseTime);
-
-        @Override
-        default void close() {
-            release();
-        }
-    }
-}
@@ -1,45 +0,0 @@
-package stirling.software.common.cluster;
-
-import java.io.IOException;
-import java.io.InputStream;
-import java.nio.file.Files;
-import java.nio.file.Path;
-
-/** Low-level storage seam for result/job files. */
-public interface FileStore {
-
-    /** Stored file record. */
-    record Stored(String fileId, long size) {}
-
-    /** Store the given stream and return a generated file id and total bytes written. */
-    Stored store(InputStream in, String originalName) throws IOException;
-
-    /**
-     * Store the file at {@code source} and return a generated file id and total bytes written.
-     *
-     * <p>Default implementation opens {@code source} as a stream and delegates to {@link
-     * #store(InputStream, String)}. Local-disk implementations should override to use a direct
-     * file-to-file copy ({@code Files.copy(source, dest)} can use {@code sendfile(2)} on Linux),
-     * which avoids the two-memory-copy hit of streaming a disk-backed upload through the JVM heap.
-     */
-    default Stored store(Path source, String originalName) throws IOException {
-        try (InputStream in = Files.newInputStream(source)) {
-            return store(in, originalName);
-        }
-    }
-
-    /** Open the stored file for streaming reads. Caller closes. */
-    InputStream retrieve(String fileId) throws IOException;
-
-    /** Load the stored file into a byte array. */
-    byte[] retrieveBytes(String fileId) throws IOException;
-
-    /** Size of the stored file in bytes. */
-    long size(String fileId) throws IOException;
-
-    /** Delete the stored file. Returns true if a file was removed. */
-    boolean delete(String fileId);
-
-    /** Whether the file id exists in the store. */
-    boolean exists(String fileId);
-}
@@ -1,18 +0,0 @@
-package stirling.software.common.cluster;
-
-import java.time.Duration;
-import java.util.Collection;
-import java.util.Optional;
-
-/** Maps {@code nodeId} to its internal cluster address, with TTL'd heartbeats. */
-public interface InstanceRegistry {
-
-    /** Register or refresh this node. Idempotent so a wiped backplane self-heals on next tick. */
-    void register(ClusterNode node, Duration heartbeatTtl);
-
-    Optional<ClusterNode> lookup(String nodeId);
-
-    Collection<ClusterNode> activeNodes();
-
-    void deregister(String nodeId);
-}
@@ -1,24 +0,0 @@
-package stirling.software.common.cluster;
-
-import java.time.Duration;
-import java.util.Collection;
-import java.util.Optional;
-
-/** Cluster-visible storage for job status and result metadata, with TTL'd entries. */
-public interface JobStore {
-
-    /** Persist or overwrite a job entry. {@code ttl} sets the lifetime of the entry. */
-    void put(JobStoreEntry entry, Duration ttl);
-
-    Optional<JobStoreEntry> get(String jobId);
-
-    void delete(String jobId);
-
-    boolean exists(String jobId);
-
-    /** Reverse lookup: which job owns this result file id? */
-    Optional<String> findJobIdByFileId(String fileId);
-
-    /** Snapshot of every active entry. Used by admin/stats endpoints; may be O(n). */
-    Collection<JobStoreEntry> all();
-}
@@ -1,30 +0,0 @@
-package stirling.software.common.cluster;
-
-import java.time.Instant;
-import java.util.List;
-import java.util.Map;
-
-/**
- * Cluster-visible projection of a job's status and result metadata, as persisted in {@link
- * JobStore}.
- *
- * @param owningNodeId the node id that originally executed the job
- */
-public record JobStoreEntry(
-        String jobId,
-        JobState state,
-        String owningNodeId,
-        Instant createdAt,
-        Instant completedAt,
-        String error,
-        List<String> fileIds,
-        Map<String, String> resultMeta) {
-
-    /** Lifecycle states for a job as observed by the cluster. */
-    public enum JobState {
-        PENDING,
-        RUNNING,
-        COMPLETE,
-        FAILED
-    }
-}
@@ -1,16 +0,0 @@
-package stirling.software.common.cluster;
-
-import java.time.Duration;
-import java.util.Optional;
-
-/** Short-TTL namespaced key/value cache backed by the cluster backplane. */
-public interface KeyValueCache {
-
-    void put(String namespace, String key, String value, Duration ttl);
-
-    Optional<String> get(String namespace, String key);
-
-    void evict(String namespace, String key);
-
-    void evictNamespace(String namespace);
-}
@@ -1,18 +0,0 @@
-package stirling.software.common.cluster;
-
-import java.time.Duration;
-
-/** Token-bucket rate limiting backed by the cluster backplane. */
-public interface RateLimitStore {
-
-    /**
-     * Attempt to consume one token from the bucket identified by {@code bucketKey}.
-     *
-     * @param bucketKey opaque key identifying the bucket (e.g. {@code api:user:123})
-     * @param capacity bucket capacity
-     * @param refillPeriod time window over which {@code capacity} tokens refill
-     */
-    RateLimitDecision tryConsume(String bucketKey, long capacity, Duration refillPeriod);
-
-    record RateLimitDecision(boolean allowed, long remainingTokens, long nanosToWaitForRefill) {}
-}
@@ -1,7 +0,0 @@
-package stirling.software.common.cluster;
-
-/** Records one increment per sticky-session miss (a 410 Gone for a job owned by another node). */
-@FunctionalInterface
-public interface StickyMissRecorder {
-    void recordStickyMiss();
-}
@@ -1,31 +0,0 @@
-package stirling.software.common.cluster.inprocess;
-
-import lombok.extern.slf4j.Slf4j;
-
-import stirling.software.common.cluster.ClusterBackplane;
-import stirling.software.common.model.ApplicationProperties;
-
-@Slf4j
-public class InProcessClusterBackplane implements ClusterBackplane {
-
-    private final ApplicationProperties applicationProperties;
-
-    public InProcessClusterBackplane(ApplicationProperties applicationProperties) {
-        this.applicationProperties = applicationProperties;
-    }
-
-    @Override
-    public boolean isHealthy() {
-        return true;
-    }
-
-    @Override
-    public String backplaneType() {
-        return "inprocess";
-    }
-
-    @Override
-    public String localNodeId() {
-        return applicationProperties.getCluster().resolvedNodeId();
-    }
-}
@@ -1,65 +0,0 @@
-package stirling.software.common.cluster.inprocess;
-
-import org.springframework.boot.autoconfigure.condition.ConditionalOnExpression;
-import org.springframework.boot.autoconfigure.condition.ConditionalOnMissingBean;
-import org.springframework.context.annotation.Bean;
-import org.springframework.context.annotation.Configuration;
-
-import lombok.extern.slf4j.Slf4j;
-
-import stirling.software.common.cluster.ClusterBackplane;
-import stirling.software.common.cluster.DistributedLock;
-import stirling.software.common.cluster.InstanceRegistry;
-import stirling.software.common.cluster.JobStore;
-import stirling.software.common.cluster.KeyValueCache;
-import stirling.software.common.cluster.RateLimitStore;
-import stirling.software.common.model.ApplicationProperties;
-
-/**
- * Default cluster backplane wiring: every interface gets an {@code InProcess*} bean. Active when
- * cluster mode is off or {@code cluster.backplane=inprocess}.
- */
-@Slf4j
-@Configuration
-@ConditionalOnExpression(
-        "!${cluster.enabled:false} ||"
-                + " '${cluster.backplane:inprocess}'.equalsIgnoreCase('inprocess')")
-public class InProcessClusterConfiguration {
-
-    @Bean
-    @ConditionalOnMissingBean
-    public ClusterBackplane clusterBackplane(ApplicationProperties applicationProperties) {
-        log.info("Cluster backplane: in-process (single node)");
-        return new InProcessClusterBackplane(applicationProperties);
-    }
-
-    @Bean
-    @ConditionalOnMissingBean
-    public JobStore jobStore() {
-        return new InProcessJobStore();
-    }
-
-    @Bean
-    @ConditionalOnMissingBean
-    public RateLimitStore rateLimitStore() {
-        return new InProcessRateLimitStore();
-    }
-
-    @Bean
-    @ConditionalOnMissingBean
-    public DistributedLock distributedLock() {
-        return new InProcessDistributedLock();
-    }
-
-    @Bean
-    @ConditionalOnMissingBean
-    public KeyValueCache keyValueCache() {
-        return new InProcessKeyValueCache();
-    }
-
-    @Bean
-    @ConditionalOnMissingBean
-    public InstanceRegistry instanceRegistry() {
-        return new InProcessInstanceRegistry();
-    }
-}
@@ -1,128 +0,0 @@
-package stirling.software.common.cluster.inprocess;
-
-import java.time.Duration;
-import java.util.Optional;
-import java.util.concurrent.ConcurrentHashMap;
-import java.util.concurrent.atomic.AtomicLong;
-
-import stirling.software.common.cluster.DistributedLock;
-
-/**
- * In-process {@link DistributedLock}, non-reentrant per the interface contract, with lease-expiry
- * semantics that mirror a SET-NX-EX style distributed backend.
- *
- * <p>Each lock state carries a per-acquire {@code ownerToken} and an {@code expiryNanos}; another
- * caller can take over once the lease has elapsed even if the original holder never called {@link
- * LockHandle#release()}. This matters mostly for parity with the Valkey-backed implementation
- * (Redis {@code SETEX} auto-expires the key); within a single JVM a crashed holder takes its lock
- * state with it, but tests and code that rely on the {@code leaseTime} parameter still need it to
- * be honored.
- *
- * <p>Expiry is lazy: an expired lock state lingers in the map until the next acquire attempt for
- * the same key replaces it. Per-key cleanup also happens on explicit {@link LockHandle#release()},
- * so a balanced acquire/release workload keeps the map size bounded.
- */
-public class InProcessDistributedLock implements DistributedLock {
-
-    private final ConcurrentHashMap<String, LockState> locks = new ConcurrentHashMap<>();
-    private final AtomicLong tokenSeq = new AtomicLong();
-
-    /**
-     * Lease state for a single acquired lock. {@code ownerToken} prevents a former holder from
-     * releasing or renewing a lock now owned by someone else after lease expiry; {@code
-     * expiryNanos} is read/written only inside {@link ConcurrentHashMap#compute} so the bin lock
-     * provides the necessary happens-before guarantee.
-     */
-    private static final class LockState {
-        final long ownerToken;
-        long expiryNanos;
-
-        LockState(long ownerToken, long expiryNanos) {
-            this.ownerToken = ownerToken;
-            this.expiryNanos = expiryNanos;
-        }
-    }
-
-    @Override
-    public Optional<LockHandle> tryAcquire(String lockKey, Duration leaseTime) {
-        long token = tokenSeq.incrementAndGet();
-        long nowNanos = System.nanoTime();
-        long expiryNanos = nowNanos + leaseTime.toNanos();
-        boolean[] acquired = {false};
-        locks.compute(
-                lockKey,
-                (k, existing) -> {
-                    if (existing == null || existing.expiryNanos - nowNanos <= 0L) {
-                        // No lock, or the previous lease has expired - we take it. Subtraction
-                        // form avoids the long-overflow trap that would bite a naive
-                        // expiryNanos <= nowNanos comparison around System.nanoTime() rollover.
-                        acquired[0] = true;
-                        return new LockState(token, expiryNanos);
-                    }
-                    return existing;
-                });
-        if (!acquired[0]) {
-            return Optional.empty();
-        }
-        return Optional.of(new InProcessHandle(lockKey, token));
-    }
-
-    private void releaseInternal(String lockKey, long token) {
-        locks.compute(
-                lockKey,
-                (k, existing) -> {
-                    if (existing == null || existing.ownerToken != token) {
-                        // Already removed, expired-and-replaced, or never ours.
-                        return existing;
-                    }
-                    return null;
-                });
-    }
-
-    private boolean renewInternal(String lockKey, long token, Duration leaseTime) {
-        long nowNanos = System.nanoTime();
-        boolean[] renewed = {false};
-        locks.compute(
-                lockKey,
-                (k, existing) -> {
-                    if (existing == null
-                            || existing.ownerToken != token
-                            || existing.expiryNanos - nowNanos <= 0L) {
-                        // Lock is gone or expired; renewal is a no-op so the caller can detect it.
-                        return existing;
-                    }
-                    existing.expiryNanos = nowNanos + leaseTime.toNanos();
-                    renewed[0] = true;
-                    return existing;
-                });
-        return renewed[0];
-    }
-
-    private final class InProcessHandle implements LockHandle {
-        private final String lockKey;
-        private final long token;
-        private boolean released;
-
-        InProcessHandle(String lockKey, long token) {
-            this.lockKey = lockKey;
-            this.token = token;
-        }
-
-        @Override
-        public synchronized void release() {
-            if (released) {
-                return;
-            }
-            released = true;
-            releaseInternal(lockKey, token);
-        }
-
-        @Override
-        public synchronized boolean renew(Duration leaseTime) {
-            if (released) {
-                return false;
-            }
-            return renewInternal(lockKey, token, leaseTime);
-        }
-    }
-}
@@ -1,42 +0,0 @@
-package stirling.software.common.cluster.inprocess;
-
-import java.time.Duration;
-import java.util.Collection;
-import java.util.Collections;
-import java.util.Optional;
-import java.util.concurrent.atomic.AtomicReference;
-
-import stirling.software.common.cluster.ClusterNode;
-import stirling.software.common.cluster.InstanceRegistry;
-
-public class InProcessInstanceRegistry implements InstanceRegistry {
-
-    private final AtomicReference<ClusterNode> self = new AtomicReference<>();
-
-    @Override
-    public void register(ClusterNode node, Duration heartbeatTtl) {
-        self.set(node);
-    }
-
-    @Override
-    public Optional<ClusterNode> lookup(String nodeId) {
-        ClusterNode current = self.get();
-        return current != null && current.nodeId().equals(nodeId)
-                ? Optional.of(current)
-                : Optional.empty();
-    }
-
-    @Override
-    public Collection<ClusterNode> activeNodes() {
-        ClusterNode current = self.get();
-        return current == null ? Collections.emptyList() : Collections.singletonList(current);
-    }
-
-    @Override
-    public void deregister(String nodeId) {
-        ClusterNode current = self.get();
-        if (current != null && current.nodeId().equals(nodeId)) {
-            self.set(null);
-        }
-    }
-}
@@ -1,96 +0,0 @@
-package stirling.software.common.cluster.inprocess;
-
-import java.time.Duration;
-import java.time.Instant;
-import java.util.ArrayList;
-import java.util.Collection;
-import java.util.List;
-import java.util.Map;
-import java.util.Optional;
-import java.util.concurrent.ConcurrentHashMap;
-
-import lombok.extern.slf4j.Slf4j;
-
-import stirling.software.common.cluster.JobStore;
-import stirling.software.common.cluster.JobStoreEntry;
-
-@Slf4j
-public class InProcessJobStore implements JobStore {
-
-    private final ConcurrentHashMap<String, Holder> entries = new ConcurrentHashMap<>();
-
-    @Override
-    public void put(JobStoreEntry entry, Duration ttl) {
-        Instant expiry = ttl == null ? Instant.MAX : Instant.now().plus(ttl);
-        entries.put(entry.jobId(), new Holder(entry, expiry));
-    }
-
-    @Override
-    public Optional<JobStoreEntry> get(String jobId) {
-        Holder h = entries.get(jobId);
-        if (h == null) {
-            return Optional.empty();
-        }
-        if (h.isExpired()) {
-            entries.remove(jobId, h);
-            return Optional.empty();
-        }
-        return Optional.of(h.entry);
-    }
-
-    @Override
-    public void delete(String jobId) {
-        entries.remove(jobId);
-    }
-
-    @Override
-    public boolean exists(String jobId) {
-        return get(jobId).isPresent();
-    }
-
-    @Override
-    public Optional<String> findJobIdByFileId(String fileId) {
-        for (Map.Entry<String, Holder> e : entries.entrySet()) {
-            Holder h = e.getValue();
-            if (h.isExpired()) {
-                continue;
-            }
-            List<String> fileIds = h.entry.fileIds();
-            if (fileIds != null && fileIds.contains(fileId)) {
-                return Optional.of(e.getKey());
-            }
-        }
-        return Optional.empty();
-    }
-
-    @Override
-    public Collection<JobStoreEntry> all() {
-        List<JobStoreEntry> result = new ArrayList<>(entries.size());
-        for (Holder h : entries.values()) {
-            if (!h.isExpired()) {
-                result.add(h.entry);
-            }
-        }
-        return result;
-    }
-
-    /** Drop entries whose TTL has elapsed. Called by the {@code TaskManager} cleanup scheduler. */
-    public int purgeExpired() {
-        int removed = 0;
-        Instant now = Instant.now();
-        for (Map.Entry<String, Holder> e : entries.entrySet()) {
-            if (!e.getValue().expiry.equals(Instant.MAX) && e.getValue().expiry.isBefore(now)) {
-                if (entries.remove(e.getKey(), e.getValue())) {
-                    removed++;
-                }
-            }
-        }
-        return removed;
-    }
-
-    private record Holder(JobStoreEntry entry, Instant expiry) {
-        boolean isExpired() {
-            return !expiry.equals(Instant.MAX) && expiry.isBefore(Instant.now());
-        }
-    }
-}
@@ -1,55 +0,0 @@
-package stirling.software.common.cluster.inprocess;
-
-import java.time.Duration;
-import java.time.Instant;
-import java.util.Map;
-import java.util.Optional;
-import java.util.concurrent.ConcurrentHashMap;
-
-import stirling.software.common.cluster.KeyValueCache;
-
-public class InProcessKeyValueCache implements KeyValueCache {
-
-    private final ConcurrentHashMap<String, ConcurrentHashMap<String, Expiring>> namespaces =
-            new ConcurrentHashMap<>();
-
-    @Override
-    public void put(String namespace, String key, String value, Duration ttl) {
-        Instant expiry = ttl == null ? Instant.MAX : Instant.now().plus(ttl);
-        namespaces
-                .computeIfAbsent(namespace, n -> new ConcurrentHashMap<>())
-                .put(key, new Expiring(value, expiry));
-    }
-
-    @Override
-    public Optional<String> get(String namespace, String key) {
-        Map<String, Expiring> ns = namespaces.get(namespace);
-        if (ns == null) {
-            return Optional.empty();
-        }
-        Expiring e = ns.get(key);
-        if (e == null) {
-            return Optional.empty();
-        }
-        if (e.expiry.isBefore(Instant.now())) {
-            ns.remove(key, e);
-            return Optional.empty();
-        }
-        return Optional.of(e.value);
-    }
-
-    @Override
-    public void evict(String namespace, String key) {
-        Map<String, Expiring> ns = namespaces.get(namespace);
-        if (ns != null) {
-            ns.remove(key);
-        }
-    }
-
-    @Override
-    public void evictNamespace(String namespace) {
-        namespaces.remove(namespace);
-    }
-
-    private record Expiring(String value, Instant expiry) {}
-}
@@ -1,49 +0,0 @@
-package stirling.software.common.cluster.inprocess;
-
-import java.time.Duration;
-import java.util.Collections;
-import java.util.LinkedHashMap;
-import java.util.Map;
-
-import io.github.bucket4j.Bandwidth;
-import io.github.bucket4j.Bucket;
-import io.github.bucket4j.ConsumptionProbe;
-import io.github.bucket4j.local.LocalBucketBuilder;
-
-import stirling.software.common.cluster.RateLimitStore;
-
-/** Bucket4j-backed token bucket implementation of {@link RateLimitStore}. */
-public class InProcessRateLimitStore implements RateLimitStore {
-
-    /** Cap to bound memory; oldest accessed buckets are evicted. */
-    private static final int MAX_BUCKETS = 10_000;
-
-    private final Map<String, Bucket> buckets =
-            Collections.synchronizedMap(
-                    new LinkedHashMap<String, Bucket>(256, 0.75f, true) {
-                        @Override
-                        protected boolean removeEldestEntry(Map.Entry<String, Bucket> eldest) {
-                            return size() > MAX_BUCKETS;
-                        }
-                    });
-
-    @Override
-    public RateLimitDecision tryConsume(String bucketKey, long capacity, Duration refillPeriod) {
-        String compositeKey = bucketKey + "|" + capacity + "|" + refillPeriod.toNanos();
-        Bucket bucket =
-                buckets.computeIfAbsent(compositeKey, k -> buildBucket(capacity, refillPeriod));
-        ConsumptionProbe probe = bucket.tryConsumeAndReturnRemaining(1);
-        return new RateLimitDecision(
-                probe.isConsumed(),
-                probe.getRemainingTokens(),
-                probe.isConsumed() ? 0L : probe.getNanosToWaitForRefill());
-    }
-
-    private static Bucket buildBucket(long capacity, Duration refillPeriod) {
-        Bandwidth limit =
-                Bandwidth.builder().capacity(capacity).refillGreedy(capacity, refillPeriod).build();
-        LocalBucketBuilder builder = Bucket.builder();
-        builder.addLimit(limit);
-        return builder.build();
-    }
-}
@@ -1,128 +0,0 @@
-package stirling.software.common.cluster.inprocess;
-
-import java.io.BufferedInputStream;
-import java.io.IOException;
-import java.io.InputStream;
-import java.nio.file.Files;
-import java.nio.file.Path;
-import java.util.UUID;
-
-import lombok.extern.slf4j.Slf4j;
-
-import stirling.software.common.cluster.FileStore;
-
-/** Local-disk {@link FileStore} storing files under a base directory keyed by a UUID file id. */
-@Slf4j
-public class LocalDiskFileStore implements FileStore {
-
-    private final String baseDirPath;
-
-    public LocalDiskFileStore(String baseDirPath) {
-        this.baseDirPath = baseDirPath;
-    }
-
-    @Override
-    public Stored store(InputStream in, String originalName) throws IOException {
-        String fileId = UUID.randomUUID().toString();
-        Path filePath = resolve(fileId);
-        Files.createDirectories(filePath.getParent());
-        boolean success = false;
-        try {
-            long size = Files.copy(in, filePath);
-            success = true;
-            return new Stored(fileId, size);
-        } finally {
-            if (!success) {
-                try {
-                    Files.deleteIfExists(filePath);
-                } catch (IOException cleanupEx) {
-                    log.warn(
-                            "Failed to clean up partial file {} after store failure",
-                            filePath,
-                            cleanupEx);
-                }
-            }
-        }
-    }
-
-    /**
-     * File-to-file copy. {@link Files#copy(Path, Path, java.nio.file.CopyOption...)} can use {@code
-     * sendfile(2)} on Linux for a zero-copy kernel transfer when source and destination share a
-     * filesystem, avoiding the streaming overhead of pulling the bytes through the JVM heap. Reads
-     * the source size before copying so the post-copy stat is unnecessary.
-     */
-    @Override
-    public Stored store(Path source, String originalName) throws IOException {
-        String fileId = UUID.randomUUID().toString();
-        Path filePath = resolve(fileId);
-        Files.createDirectories(filePath.getParent());
-        long size = Files.size(source);
-        boolean success = false;
-        try {
-            Files.copy(source, filePath);
-            success = true;
-            return new Stored(fileId, size);
-        } finally {
-            if (!success) {
-                try {
-                    Files.deleteIfExists(filePath);
-                } catch (IOException cleanupEx) {
-                    log.warn(
-                            "Failed to clean up partial file {} after store failure",
-                            filePath,
-                            cleanupEx);
-                }
-            }
-        }
-    }
-
-    @Override
-    public InputStream retrieve(String fileId) throws IOException {
-        return new BufferedInputStream(Files.newInputStream(resolve(fileId)));
-    }
-
-    @Override
-    public byte[] retrieveBytes(String fileId) throws IOException {
-        Path filePath = resolve(fileId);
-        if (!Files.exists(filePath)) {
-            throw new IOException("File not found with ID: " + fileId);
-        }
-        return Files.readAllBytes(filePath);
-    }
-
-    @Override
-    public long size(String fileId) throws IOException {
-        Path filePath = resolve(fileId);
-        if (!Files.exists(filePath)) {
-            throw new IOException("File not found with ID: " + fileId);
-        }
-        return Files.size(filePath);
-    }
-
-    @Override
-    public boolean delete(String fileId) {
-        try {
-            return Files.deleteIfExists(resolve(fileId));
-        } catch (IOException e) {
-            log.error("Error deleting file with ID: {}", fileId, e);
-            return false;
-        }
-    }
-
-    @Override
-    public boolean exists(String fileId) {
-        return Files.exists(resolve(fileId));
-    }
-
-    public Path resolve(String fileId) {
-        if (fileId.contains("..") || fileId.contains("/") || fileId.contains("\\")) {
-            throw new IllegalArgumentException("Invalid file ID");
-        }
-        Path basePath = Path.of(baseDirPath).normalize().toAbsolutePath();
-        Path resolvedPath = basePath.resolve(fileId).normalize();
-        if (!resolvedPath.startsWith(basePath)) {
-            throw new IllegalArgumentException("File ID resolves to an invalid path");
-        }
-        return resolvedPath;
-    }
-}
@@ -1,29 +0,0 @@
-package stirling.software.common.cluster.inprocess;
-
-import org.springframework.beans.factory.annotation.Value;
-import org.springframework.boot.autoconfigure.condition.ConditionalOnMissingBean;
-import org.springframework.boot.autoconfigure.condition.ConditionalOnProperty;
-import org.springframework.context.annotation.Bean;
-import org.springframework.context.annotation.Configuration;
-
-import stirling.software.common.cluster.FileStore;
-
-/**
- * Always-on wiring for the per-node local-disk {@link FileStore}. Active when {@code
- * cluster.artifactStore=local} (the default; {@code matchIfMissing=true}). The S3 artifact-store
- * supplies its own bean when {@code cluster.artifactStore=s3}.
- */
-@Configuration
-@ConditionalOnProperty(
-        prefix = "cluster",
-        name = "artifactStore",
-        havingValue = "local",
-        matchIfMissing = true)
-public class LocalDiskFileStoreConfiguration {
-
-    @Bean
-    @ConditionalOnMissingBean
-    public FileStore fileStore(@Value("${stirling.tempDir:/tmp/stirling-files}") String tempDir) {
-        return new LocalDiskFileStore(tempDir);
-    }
-}
@@ -13,7 +13,6 @@ import java.util.Arrays;
 import java.util.Collection;
 import java.util.List;
 import java.util.Locale;
-import java.util.UUID;

 import org.springframework.boot.context.properties.ConfigurationProperties;
 import org.springframework.context.annotation.Bean;
@@ -78,7 +77,6 @@ public class ApplicationProperties {
    private PdfEditor pdfEditor = new PdfEditor();
    private AiEngine aiEngine = new AiEngine();
    private InternalApi internalApi = new InternalApi();
-    private Cluster cluster = new Cluster();

    @Bean
    public PropertySource<?> dynamicYamlPropertySource(ConfigurableEnvironment environment)
@@ -256,117 +254,6 @@ public class ApplicationProperties {
        private int longRunningTimeoutSeconds = 600;
    }

-    /**
-     * Cluster backplane configuration. All keys live under the top-level {@code cluster.*} prefix
-     * (e.g. env var {@code CLUSTER_ENABLED}). The master switch is {@link #enabled} and defaults to
-     * off; when off the in-process backplane is wired and no other cluster keys are required.
-     */
-    @Data
-    public static class Cluster {
-
-        /** Master switch. When {@code false} (default) the in-process backplane is wired. */
-        private boolean enabled = false;
-
-        /** Backplane implementation selector. Valid values: {@code inprocess} | {@code valkey}. */
-        private String backplane = "inprocess";
-
-        /**
-         * Transient cluster job-artifact store selector. Valid values: {@code local} | {@code s3}.
-         *
-         * <p>This is distinct from {@code storage.provider}, which selects the backend for
-         * persistent user-uploaded files. The two switches exist because the user-facing storage
-         * feature is optional ({@code storage.enabled=false} is common) but every multi-node
-         * cluster still needs a shared artifact store to serve cross-node downloads. Both
-         * implementations share credentials from {@code storage.s3.*} when set to {@code s3}.
-         */
-        private String artifactStore = "local";
-
-        private Valkey valkey = new Valkey();
-        private Node node = new Node();
-        private Engine engine = new Engine();
-
-        private transient String cachedNodeId;
-
-        public NodeRole resolvedRole() {
-            if (node == null || node.getRole() == null) {
-                return NodeRole.BOTH;
-            }
-            String value = node.getRole().trim().toUpperCase(Locale.ROOT);
-            try {
-                return NodeRole.valueOf(value);
-            } catch (IllegalArgumentException ex) {
-                return NodeRole.BOTH;
-            }
-        }
-
-        public synchronized String resolvedNodeId() {
-            if (node != null && node.getId() != null && !node.getId().isBlank()) {
-                return node.getId();
-            }
-            if (cachedNodeId == null) {
-                cachedNodeId = UUID.randomUUID().toString();
-            }
-            return cachedNodeId;
-        }
-
-        public enum NodeRole {
-            WEB,
-            WORKER,
-            BOTH
-        }
-
-        @Data
-        public static class Valkey {
-            /**
-             * {@code redis://host:6379} or {@code rediss://...} for TLS. Required when cluster mode
-             * is on and backplane is valkey.
-             */
-            private String url = "";
-
-            private Tls tls = new Tls();
-
-            @Data
-            public static class Tls {
-                /**
-                 * When {@code true}, skip Valkey/Redis TLS certificate verification (dev/test
-                 * only). Leave {@code false} in production.
-                 */
-                private boolean skipCertVerification = false;
-            }
-        }
-
-        @Data
-        public static class Node {
-            /** Optional explicit node id. Blank = auto-generated UUID at startup. */
-            private String id = "";
-
-            /** {@code web} | {@code worker} | {@code both}. */
-            private String role = "both";
-
-            /**
-             * Internal cluster address advertised in the instance registry (host:port). Blank =
-             * derived at startup.
-             */
-            private String internalAddress = "";
-
-            /** {@code http} | {@code https} - scheme used when peers call this node. */
-            private String scheme = "http";
-
-            /** Heartbeat publish interval for the instance registry, in milliseconds. */
-            private long heartbeatIntervalMs = 5000;
-        }
-
-        @Data
-        public static class Engine {
-            /**
-             * Shared secret for the {@code X-Engine-Auth} header on Java -&gt; Python engine calls.
-             * Must match {@code STIRLING_ENGINE_SHARED_SECRET} on the engine pod. Blank = dev mode
-             * (no auth) - never leave blank in production.
-             */
-            private String sharedSecret = "";
-        }
-    }
-
    /**
     * HTTP timeouts for loopback calls to internal Stirling API endpoints, used by the AI workflow
     * executor and the pipeline processor. A bounded read timeout prevents a hung tool (e.g. an
@@ -1,13 +1,15 @@
 package stirling.software.common.service;

-import java.io.ByteArrayInputStream;
+import java.io.BufferedInputStream;
+import java.io.BufferedOutputStream;
 import java.io.IOException;
 import java.io.InputStream;
-import java.io.PipedInputStream;
-import java.io.PipedOutputStream;
-import java.util.concurrent.Executors;
-import java.util.concurrent.atomic.AtomicReference;
+import java.io.OutputStream;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.util.UUID;

+import org.springframework.beans.factory.annotation.Value;
 import org.springframework.core.io.Resource;
 import org.springframework.stereotype.Service;
 import org.springframework.web.multipart.MultipartFile;
@@ -16,11 +18,9 @@ import org.springframework.web.servlet.mvc.method.annotation.StreamingResponseBo
 import lombok.RequiredArgsConstructor;
 import lombok.extern.slf4j.Slf4j;

-import stirling.software.common.cluster.FileStore;
-
 /**
 * Service for storing and retrieving files with unique file IDs. Used by the AutoJobPostMapping
- * system to handle file references. Disk I/O is delegated to the injected {@link FileStore} bean.
+ * system to handle file references.
 */
@Service
@RequiredArgsConstructor
@@ -30,150 +30,251 @@ public class FileStorage {
    /** Holds the result of a stream-to-disk store operation: the file ID and the bytes written. */
    public record StoredFile(String fileId, long size) {}

+    @Value("${stirling.tempDir:/tmp/stirling-files}")
+    private String tempDirPath;
+
    private final FileOrUploadService fileOrUploadService;
-    private final FileStore fileStore;

+    /**
+     * Store a file and return its unique ID
+     *
+     * @param file The file to store
+     * @return The unique ID assigned to the file
+     * @throws IOException If there is an error storing the file
+     */
    public String storeFile(MultipartFile file) throws IOException {
-        // Fast path: when Spring buffered the multipart to disk (typical for large uploads), the
-        // backing Resource exposes a real File. Hand the Path to the FileStore so it can do a
-        // file-to-file copy (Linux sendfile, no copy through Java heap) rather than streaming
-        // the bytes through an 8K buffer. Falls back to the InputStream path for in-memory
-        // multiparts, exotic Resource impls, and anything that does not back onto a File.
-        Resource res;
-        try {
-            res = file.getResource();
-        } catch (RuntimeException ignored) {
-            res = null;
-        }
-        if (res != null && res.isFile()) {
-            try {
-                FileStore.Stored stored =
-                        fileStore.store(res.getFile().toPath(), file.getOriginalFilename());
-                log.debug("Stored file with ID: {} (fast path)", stored.fileId());
-                return stored.fileId();
-            } catch (IOException ex) {
-                // Some Resource impls advertise isFile()=true but throw on getFile(); fall through.
-                log.debug("Resource fast path failed, falling back to stream copy", ex);
-            }
-        }
-        try (InputStream in = file.getInputStream()) {
-            FileStore.Stored stored = fileStore.store(in, file.getOriginalFilename());
-            log.debug("Stored file with ID: {}", stored.fileId());
-            return stored.fileId();
-        }
+        String fileId = generateFileId();
+        Path filePath = getFilePath(fileId);
+
+        // Ensure the directory exists
+        Files.createDirectories(filePath.getParent());
+
+        // Transfer the file to the storage location
+        file.transferTo(filePath.toFile());
+
+        log.debug("Stored file with ID: {}", fileId);
+        return fileId;
    }

+    /**
+     * Store a byte array as a file and return its unique ID
+     *
+     * @param bytes The byte array to store
+     * @param originalName The original name of the file (for extension)
+     * @return The unique ID assigned to the file
+     * @throws IOException If there is an error storing the file
+     */
    public String storeBytes(byte[] bytes, String originalName) throws IOException {
-        FileStore.Stored stored = fileStore.store(new ByteArrayInputStream(bytes), originalName);
-        log.debug("Stored byte array with ID: {}", stored.fileId());
-        return stored.fileId();
+        String fileId = generateFileId();
+        Path filePath = getFilePath(fileId);
+
+        // Ensure the directory exists
+        Files.createDirectories(filePath.getParent());
+
+        // Write the bytes to the file
+        Files.write(filePath, bytes);
+
+        log.debug("Stored byte array with ID: {}", fileId);
+        return fileId;
    }

+    /**
+     * Retrieve a file by its ID as a MultipartFile
+     *
+     * @param fileId The ID of the file to retrieve
+     * @return The file as a MultipartFile
+     * @throws IOException If the file doesn't exist or can't be read
+     */
    public MultipartFile retrieveFile(String fileId) throws IOException {
-        byte[] fileData = fileStore.retrieveBytes(fileId);
+        Path filePath = getFilePath(fileId);
+
+        if (!Files.exists(filePath)) {
+            throw new IOException("File not found with ID: " + fileId);
+        }
+
+        byte[] fileData = Files.readAllBytes(filePath);
        return fileOrUploadService.toMockMultipartFile(fileId, fileData);
    }

+    /**
+     * Retrieve a file by its ID as a byte array
+     *
+     * @param fileId The ID of the file to retrieve
+     * @return The file as a byte array
+     * @throws IOException If the file doesn't exist or can't be read
+     */
    public byte[] retrieveBytes(String fileId) throws IOException {
-        return fileStore.retrieveBytes(fileId);
+        Path filePath = getFilePath(fileId);
+
+        if (!Files.exists(filePath)) {
+            throw new IOException("File not found with ID: " + fileId);
+        }
+
+        return Files.readAllBytes(filePath);
    }

+    /**
+     * Retrieve a file by its ID as a streaming InputStream. The caller is responsible for closing
+     * the returned stream.
+     *
+     * @param fileId The ID of the file to retrieve
+     * @return A buffered InputStream for the file
+     * @throws IOException If the file doesn't exist or can't be read
+     */
    public InputStream retrieveInputStream(String fileId) throws IOException {
-        return fileStore.retrieve(fileId);
+        Path filePath = getFilePath(fileId);
+        // Let Files.newInputStream throw NoSuchFileException naturally — avoids TOCTOU race
+        // between exists-check and open when another thread may delete concurrently.
+        return new BufferedInputStream(Files.newInputStream(filePath));
    }

+    /**
+     * Store data from an InputStream as a file and return its unique ID and byte count. Streams
+     * directly to disk without buffering the entire content in heap.
+     *
+     * @param inputStream The input stream to read from
+     * @param originalName The original name of the file (unused, kept for API symmetry)
+     * @return A {@link StoredFile} containing the file ID and the number of bytes written
+     * @throws IOException If there is an error storing the file
+     */
    public StoredFile storeInputStream(InputStream inputStream, String originalName)
            throws IOException {
-        FileStore.Stored stored = fileStore.store(inputStream, originalName);
-        log.debug("Stored input stream with ID: {}", stored.fileId());
-        return new StoredFile(stored.fileId(), stored.size());
+        String fileId = generateFileId();
+        Path filePath = getFilePath(fileId);
+        Files.createDirectories(filePath.getParent());
+        long size = Files.copy(inputStream, filePath);
+        log.debug("Stored input stream with ID: {}", fileId);
+        return new StoredFile(fileId, size);
    }

    public String storeFromStreamingBody(StreamingResponseBody body, String originalName)
            throws IOException {
-        // Hold Throwable not IOException: an unchecked failure (NPE, IllegalState, OOM, etc.)
-        // from the body writer would otherwise close the pipe with EOF and the consumer would
-        // return a truncated file with no error surfaced to the caller.
-        AtomicReference<Throwable> bodyError = new AtomicReference<>();
-        try (PipedOutputStream out = new PipedOutputStream();
-                PipedInputStream in = new PipedInputStream(out, 8192)) {
-            var executor = Executors.newSingleThreadExecutor(Thread.ofVirtual().factory());
-            java.util.concurrent.Future<?> task = null;
-            try {
-                task =
-                        executor.submit(
-                                () -> {
-                                    try {
-                                        body.writeTo(out);
-                                    } catch (Throwable ex) {
-                                        bodyError.set(ex);
-                                    } finally {
-                                        try {
-                                            out.close();
-                                        } catch (IOException ignored) {
-                                            // closed on the consumer side too
-                                        }
-                                    }
-                                });
-                FileStore.Stored stored = fileStore.store(in, originalName);
-                Throwable writerErr = bodyError.get();
-                if (writerErr != null) {
-                    // Body failed mid-write: the FileStore persisted a truncated entry.
-                    // Best-effort delete so we don't leak partial files; never let cleanup
-                    // mask the original writer error.
-                    try {
-                        fileStore.delete(stored.fileId());
-                    } catch (RuntimeException cleanupEx) {
-                        log.warn(
-                                "Failed to delete partial file {} after writer error: {}",
-                                stored.fileId(),
-                                cleanupEx.getMessage());
-                    }
-                    if (writerErr instanceof IOException ioe) {
-                        throw ioe;
-                    }
-                    throw new IOException(
-                            "StreamingResponseBody writer failed: " + writerErr.getMessage(),
-                            writerErr);
-                }
-                log.debug("Stored StreamingResponseBody with ID: {}", stored.fileId());
-                return stored.fileId();
-            } finally {
-                // Interrupt and join the writer task: shutdown() alone returns immediately and a
-                // failed store leaves the writer running, leaking a thread per failed upload.
-                if (task != null && !task.isDone()) {
-                    task.cancel(true);
-                }
-                executor.shutdown();
+        String fileId = generateFileId();
+        Path filePath = getFilePath(fileId);
+        Files.createDirectories(filePath.getParent());
+        boolean success = false;
+        try (OutputStream os = new BufferedOutputStream(Files.newOutputStream(filePath))) {
+            body.writeTo(os);
+            success = true;
+        } finally {
+            if (!success) {
                try {
-                    if (!executor.awaitTermination(5, java.util.concurrent.TimeUnit.SECONDS)) {
-                        executor.shutdownNow();
-                    }
-                } catch (InterruptedException ie) {
-                    executor.shutdownNow();
-                    Thread.currentThread().interrupt();
+                    Files.deleteIfExists(filePath);
+                } catch (IOException cleanupEx) {
+                    log.warn(
+                            "Failed to clean up partial file {} after store failure",
+                            filePath,
+                            cleanupEx);
                }
            }
        }
+        log.debug("Stored StreamingResponseBody with ID: {}", fileId);
+        return fileId;
    }

+    /**
+     * Persist a {@link Resource} body to disk, returning the generated file ID. Used by the async
+     * job pipeline to capture {@code ResponseEntity<Resource>} results produced by controllers.
+     */
    public String storeFromResource(Resource resource, String originalName) throws IOException {
+        String fileId = generateFileId();
+        Path filePath = getFilePath(fileId);
+        Files.createDirectories(filePath.getParent());
+        boolean success = false;
        try (InputStream in = resource.getInputStream()) {
-            FileStore.Stored stored = fileStore.store(in, originalName);
-            log.debug("Stored Resource with ID: {}", stored.fileId());
-            return stored.fileId();
+            Files.copy(in, filePath);
+            success = true;
+        } finally {
+            if (!success) {
+                try {
+                    Files.deleteIfExists(filePath);
+                } catch (IOException cleanupEx) {
+                    log.warn(
+                            "Failed to clean up partial file {} after store failure",
+                            filePath,
+                            cleanupEx);
+                }
+            }
+        }
+        log.debug("Stored Resource with ID: {}", fileId);
+        return fileId;
+    }
+
+    /**
+     * Delete a file by its ID
+     *
+     * @param fileId The ID of the file to delete
+     * @return true if the file was deleted, false otherwise
+     */
+    public boolean deleteFile(String fileId) {
+        try {
+            Path filePath = getFilePath(fileId);
+            return Files.deleteIfExists(filePath);
+        } catch (IOException e) {
+            log.error("Error deleting file with ID: {}", fileId, e);
+            return false;
        }
    }

-    public boolean deleteFile(String fileId) {
-        return fileStore.delete(fileId);
-    }
-
+    /**
+     * Check if a file exists by its ID
+     *
+     * @param fileId The ID of the file to check
+     * @return true if the file exists, false otherwise
+     */
    public boolean fileExists(String fileId) {
-        return fileStore.exists(fileId);
+        Path filePath = getFilePath(fileId);
+        return Files.exists(filePath);
    }

+    /**
+     * Get the size of a file by its ID without loading the content into memory
+     *
+     * @param fileId The ID of the file
+     * @return The size of the file in bytes
+     * @throws IOException If the file doesn't exist or can't be read
+     */
    public long getFileSize(String fileId) throws IOException {
-        return fileStore.size(fileId);
+        Path filePath = getFilePath(fileId);
+
+        if (!Files.exists(filePath)) {
+            throw new IOException("File not found with ID: " + fileId);
+        }
+
+        return Files.size(filePath);
+    }
+
+    /**
+     * Get the path for a file ID
+     *
+     * @param fileId The ID of the file
+     * @return The path to the file
+     * @throws IllegalArgumentException if fileId contains path traversal characters or resolves
+     *     outside base directory
+     */
+    private Path getFilePath(String fileId) {
+        // Validate fileId to prevent path traversal
+        if (fileId.contains("..") || fileId.contains("/") || fileId.contains("\\")) {
+            throw new IllegalArgumentException("Invalid file ID");
+        }
+
+        Path basePath = Path.of(tempDirPath).normalize().toAbsolutePath();
+        Path resolvedPath = basePath.resolve(fileId).normalize();
+
+        // Ensure resolved path is within the base directory
+        if (!resolvedPath.startsWith(basePath)) {
+            throw new IllegalArgumentException("File ID resolves to an invalid path");
+        }
+
+        return resolvedPath;
+    }
+
+    /**
+     * Generate a unique file ID
+     *
+     * @return A unique file ID
+     */
+    private String generateFileId() {
+        return UUID.randomUUID().toString();
    }
 }
@@ -3,13 +3,9 @@ package stirling.software.common.service;
 import java.io.BufferedInputStream;
 import java.io.IOException;
 import java.io.InputStream;
-import java.time.Duration;
-import java.time.Instant;
 import java.time.LocalDateTime;
-import java.time.ZoneId;
 import java.time.temporal.ChronoUnit;
 import java.util.ArrayList;
-import java.util.HashMap;
 import java.util.List;
 import java.util.Locale;
 import java.util.Map;
@@ -20,7 +16,6 @@ import java.util.concurrent.TimeUnit;
 import java.util.zip.ZipEntry;
 import java.util.zip.ZipInputStream;

-import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.beans.factory.annotation.Value;
 import org.springframework.http.MediaType;
 import org.springframework.stereotype.Service;
@@ -31,10 +26,6 @@ import jakarta.annotation.PreDestroy;

 import lombok.extern.slf4j.Slf4j;

-import stirling.software.common.cluster.ClusterBackplane;
-import stirling.software.common.cluster.JobStore;
-import stirling.software.common.cluster.JobStoreEntry;
-import stirling.software.common.cluster.JobStoreEntry.JobState;
 import stirling.software.common.model.job.JobResult;
 import stirling.software.common.model.job.JobStats;
 import stirling.software.common.model.job.ResultFile;
@@ -49,20 +40,20 @@ public class TaskManager {
    private int jobResultExpiryMinutes = 30;

    private final FileStorage fileStorage;
-    private final JobStore jobStore;
-    private final ClusterBackplane clusterBackplane;
    private final ScheduledExecutorService cleanupExecutor =
            Executors.newSingleThreadScheduledExecutor(
                    Thread.ofVirtual().name("task-cleanup-", 0).factory());

-    @Autowired
-    public TaskManager(
-            FileStorage fileStorage, JobStore jobStore, ClusterBackplane clusterBackplane) {
+    /** Initialize the task manager and start the cleanup scheduler */
+    public TaskManager(FileStorage fileStorage) {
        this.fileStorage = fileStorage;
-        this.jobStore = jobStore;
-        this.clusterBackplane = clusterBackplane;

-        cleanupExecutor.scheduleAtFixedRate(this::cleanupOldJobs, 10, 10, TimeUnit.MINUTES);
+        // Schedule periodic cleanup of old job results
+        cleanupExecutor.scheduleAtFixedRate(
+                this::cleanupOldJobs,
+                10, // Initial delay
+                10, // Interval
+                TimeUnit.MINUTES);

        log.debug(
                "Task manager initialized with job result expiry of {} minutes",
@@ -75,9 +66,7 @@ public class TaskManager {
     * @param jobId The job ID
     */
    public void createTask(String jobId) {
-        JobResult result = JobResult.createNew(jobId);
-        jobResults.put(jobId, result);
-        writeThrough(jobId, result);
+        jobResults.put(jobId, JobResult.createNew(jobId));
        log.debug("Created task with job ID: {}", jobId);
    }

@@ -90,7 +79,6 @@ public class TaskManager {
    public void setResult(String jobId, Object result) {
        JobResult jobResult = getOrCreateJobResult(jobId);
        jobResult.completeWithResult(result);
-        writeThrough(jobId, jobResult);
        log.debug("Set result for job ID: {}", jobId);
    }

@@ -113,7 +101,6 @@ public class TaskManager {
                        extractZipToIndividualFiles(fileId, originalFileName);
                if (!extractedFiles.isEmpty()) {
                    jobResult.completeWithFiles(extractedFiles);
-                    writeThrough(jobId, jobResult);
                    log.debug(
                            "Set multiple file results for job ID: {} with {} files extracted from"
                                    + " ZIP",
@@ -140,7 +127,6 @@ public class TaskManager {
                    "Failed to get file size for job {}: {}. Using size 0.", jobId, e.getMessage());
            jobResult.completeWithSingleFile(fileId, originalFileName, contentType, 0);
        }
-        writeThrough(jobId, jobResult);
    }

    /**
@@ -152,7 +138,6 @@ public class TaskManager {
    public void setMultipleFileResults(String jobId, List<ResultFile> resultFiles) {
        JobResult jobResult = getOrCreateJobResult(jobId);
        jobResult.completeWithFiles(resultFiles);
-        writeThrough(jobId, jobResult);
        log.debug(
                "Set multiple file results for job ID: {} with {} files",
                jobId,
@@ -168,7 +153,6 @@ public class TaskManager {
    public void setError(String jobId, String error) {
        JobResult jobResult = getOrCreateJobResult(jobId);
        jobResult.failWithError(error);
-        writeThrough(jobId, jobResult);
        log.debug("Set error for job ID: {}: {}", jobId, error);
    }

@@ -185,7 +169,6 @@ public class TaskManager {
            // If no result or error has been set, mark it as complete with an empty result
            jobResult.completeWithResult("Task completed successfully");
        }
-        writeThrough(jobId, jobResult);
        log.debug("Marked job ID: {} as complete", jobId);
    }

@@ -222,7 +205,6 @@ public class TaskManager {
        JobResult jobResult = jobResults.get(jobId);
        if (jobResult != null) {
            jobResult.addNote(note);
-            writeThrough(jobId, jobResult);
            log.debug("Added note to job ID: {}: {}", jobId, note);
            return true;
        }
@@ -313,11 +295,8 @@ public class TaskManager {
        return jobResults.computeIfAbsent(jobId, JobResult::createNew);
    }

-    /** Clean up old completed job results. No-op in cluster mode; the backplane TTL owns expiry. */
+    /** Clean up old completed job results */
    public void cleanupOldJobs() {
-        if (clusterBackplane != null && !clusterBackplane.shouldRunLocalCleanup()) {
-            return;
-        }
        LocalDateTime expiryThreshold =
                LocalDateTime.now().minus(jobResultExpiryMinutes, ChronoUnit.MINUTES);
        int removedCount = 0;
@@ -336,9 +315,6 @@ public class TaskManager {

                    // Remove the job result
                    jobResults.remove(entry.getKey());
-                    if (jobStore != null) {
-                        jobStore.delete(entry.getKey());
-                    }
                    removedCount++;
                }
            }
@@ -351,53 +327,6 @@ public class TaskManager {
        }
    }

-    /** Mirror the in-memory {@code JobResult} into the cluster-visible {@link JobStore}. */
-    private void writeThrough(String jobId, JobResult result) {
-        if (jobStore == null) {
-            return;
-        }
-        try {
-            jobStore.put(toEntry(jobId, result), Duration.ofMinutes(jobResultExpiryMinutes));
-        } catch (RuntimeException ex) {
-            log.warn("JobStore write-through failed for job {}: {}", jobId, ex.getMessage());
-        }
-    }
-
-    private JobStoreEntry toEntry(String jobId, JobResult result) {
-        JobState state;
-        if (result.isComplete()) {
-            state = result.getError() != null ? JobState.FAILED : JobState.COMPLETE;
-        } else {
-            state = JobState.PENDING;
-        }
-        Instant createdAt = toInstant(result.getCreatedAt());
-        Instant completedAt = toInstant(result.getCompletedAt());
-        List<String> fileIds = new ArrayList<>();
-        if (result.hasFiles()) {
-            for (ResultFile rf : result.getAllResultFiles()) {
-                fileIds.add(rf.getFileId());
-            }
-        }
-        Map<String, String> meta = new HashMap<>();
-        if (result.getNotes() != null && !result.getNotes().isEmpty()) {
-            meta.put("notesCount", Integer.toString(result.getNotes().size()));
-        }
-        String owningNodeId = clusterBackplane == null ? "local" : clusterBackplane.localNodeId();
-        return new JobStoreEntry(
-                jobId,
-                state,
-                owningNodeId,
-                createdAt,
-                completedAt,
-                result.getError(),
-                fileIds,
-                meta);
-    }
-
-    private Instant toInstant(LocalDateTime ldt) {
-        return ldt == null ? null : ldt.atZone(ZoneId.systemDefault()).toInstant();
-    }
-
    /** Shutdown the cleanup executor */
    @PreDestroy
    public void shutdown() {
@@ -441,7 +370,7 @@ public class TaskManager {
            while ((entry = zipIn.getNextEntry()) != null) {
                if (!entry.isDirectory()) {
                    String contentType = determineContentType(entry.getName());
-                    // storeInputStream returns the fileId and byte count - no extra stat needed
+                    // storeInputStream returns the fileId and byte count — no extra stat needed
                    FileStorage.StoredFile stored =
                            fileStorage.storeInputStream(zipIn, entry.getName());

@@ -529,8 +458,7 @@ public class TaskManager {
    }

    /**
-     * Find the job key that owns a given file ID. Checks the local in-memory map first, then falls
-     * back to the cluster-visible {@link JobStore}.
+     * Find the job key that owns a given file ID.
     *
     * @param fileId file identifier to look up
     * @return scoped job key if found, otherwise null
@@ -546,18 +474,6 @@ public class TaskManager {
                }
            }
        }
-        if (jobStore != null) {
-            // Propagate JobStore failures: returning null on a backplane outage would conflate
-            // "no such file" with "lookup unavailable" and the caller would respond 404 to a
-            // transient blip that should be retried. Let Spring's exception handler surface a
-            // 5xx so clients know to retry.
-            try {
-                return jobStore.findJobIdByFileId(fileId).orElse(null);
-            } catch (RuntimeException e) {
-                log.warn("JobStore findJobIdByFileId failed for {}: {}", fileId, e.getMessage());
-                throw e;
-            }
-        }
        return null;
    }
 }
@@ -56,17 +56,4 @@ class ArchitectureTest {
                        .resideInAPackage("stirling.software.saas..");
        rule.check(commonClasses);
    }
-
-    @Test
-    void clusterInterfacesHaveNoImplementationDependencies() {
-        ArchRule rule =
-                noClasses()
-                        .that()
-                        .resideInAPackage("stirling.software.common.cluster..")
-                        .should()
-                        .dependOnClassesThat()
-                        .resideInAnyPackage(
-                                "stirling.software.proprietary..", "stirling.software.saas..");
-        rule.check(commonClasses);
-    }
 }
@@ -1,51 +0,0 @@
-package stirling.software.common.cluster;
-
-import static org.junit.jupiter.api.Assertions.assertEquals;
-
-import java.time.Instant;
-import java.util.List;
-import java.util.Map;
-
-import org.junit.jupiter.api.Test;
-
-class BackplaneContractCompilationTest {
-
-    @Test
-    void jobStoreEntryRecordRoundTrips() {
-        Instant now = Instant.now();
-        JobStoreEntry entry =
-                new JobStoreEntry(
-                        "job-1",
-                        JobStoreEntry.JobState.PENDING,
-                        "node-a",
-                        now,
-                        null,
-                        null,
-                        List.of("file-1"),
-                        Map.of("k", "v"));
-        assertEquals("job-1", entry.jobId());
-        assertEquals(JobStoreEntry.JobState.PENDING, entry.state());
-        assertEquals("node-a", entry.owningNodeId());
-        assertEquals(now, entry.createdAt());
-        assertEquals(List.of("file-1"), entry.fileIds());
-        assertEquals("v", entry.resultMeta().get("k"));
-    }
-
-    @Test
-    void clusterNodeRecordRoundTrips() {
-        Instant heartbeat = Instant.now();
-        ClusterNode node = new ClusterNode("node-a", "10.0.0.1:8080", heartbeat, "BOTH");
-        assertEquals("node-a", node.nodeId());
-        assertEquals("10.0.0.1:8080", node.internalAddress());
-        assertEquals(heartbeat, node.lastHeartbeat());
-        assertEquals("BOTH", node.role());
-    }
-
-    @Test
-    void rateLimitDecisionRecordRoundTrips() {
-        RateLimitStore.RateLimitDecision d = new RateLimitStore.RateLimitDecision(true, 7, 0L);
-        assertEquals(true, d.allowed());
-        assertEquals(7, d.remainingTokens());
-        assertEquals(0L, d.nanosToWaitForRefill());
-    }
-}
@@ -1,65 +0,0 @@
-package stirling.software.common.cluster;
-
-import static org.junit.jupiter.api.Assertions.assertDoesNotThrow;
-import static org.junit.jupiter.api.Assertions.assertThrows;
-
-import java.lang.reflect.Method;
-
-import org.junit.jupiter.api.Test;
-
-import stirling.software.common.model.ApplicationProperties;
-import stirling.software.common.model.ApplicationProperties.Cluster;
-
-class ClusterConfigValidationTest {
-
-    @Test
-    void validationPassesWhenDisabled() {
-        ApplicationProperties props = new ApplicationProperties();
-        ClusterConfig config = new ClusterConfig(props);
-        assertDoesNotThrow(() -> invokeValidate(config));
-    }
-
-    @Test
-    void validationFailsWhenValkeyEnabledWithoutUrl() {
-        ApplicationProperties props = new ApplicationProperties();
-        Cluster cluster = props.getCluster();
-        cluster.setEnabled(true);
-        cluster.setBackplane("valkey");
-        ClusterConfig config = new ClusterConfig(props);
-        assertThrows(IllegalStateException.class, () -> invokeValidate(config));
-    }
-
-    @Test
-    void validationPassesWhenValkeyEnabledWithUrl() {
-        ApplicationProperties props = new ApplicationProperties();
-        Cluster cluster = props.getCluster();
-        cluster.setEnabled(true);
-        cluster.setBackplane("valkey");
-        cluster.getValkey().setUrl("redis://localhost:6379");
-        ClusterConfig config = new ClusterConfig(props);
-        assertDoesNotThrow(() -> invokeValidate(config));
-    }
-
-    @Test
-    void validationPassesWhenInProcessEnabled() {
-        ApplicationProperties props = new ApplicationProperties();
-        Cluster cluster = props.getCluster();
-        cluster.setEnabled(true);
-        cluster.setBackplane("inprocess");
-        ClusterConfig config = new ClusterConfig(props);
-        assertDoesNotThrow(() -> invokeValidate(config));
-    }
-
-    private void invokeValidate(ClusterConfig config) throws Exception {
-        Method m = ClusterConfig.class.getDeclaredMethod("validate");
-        m.setAccessible(true);
-        try {
-            m.invoke(config);
-        } catch (java.lang.reflect.InvocationTargetException ex) {
-            if (ex.getCause() instanceof RuntimeException re) {
-                throw re;
-            }
-            throw ex;
-        }
-    }
-}
@@ -1,62 +0,0 @@
-package stirling.software.common.cluster;
-
-import static org.junit.jupiter.api.Assertions.assertEquals;
-import static org.junit.jupiter.api.Assertions.assertFalse;
-import static org.junit.jupiter.api.Assertions.assertNotNull;
-
-import org.junit.jupiter.api.Test;
-
-import stirling.software.common.model.ApplicationProperties;
-import stirling.software.common.model.ApplicationProperties.Cluster;
-
-class ClusterPropertiesTest {
-
-    @Test
-    void defaultsAreDisabledAndInprocess() {
-        Cluster props = new ApplicationProperties().getCluster();
-        assertFalse(props.isEnabled());
-        assertEquals("inprocess", props.getBackplane());
-        assertEquals("local", props.getArtifactStore());
-        assertEquals(Cluster.NodeRole.BOTH, props.resolvedRole());
-        assertEquals("", props.getValkey().getUrl());
-        assertFalse(props.getValkey().getTls().isSkipCertVerification());
-        assertEquals("both", props.getNode().getRole());
-        assertEquals("http", props.getNode().getScheme());
-        assertEquals(5000L, props.getNode().getHeartbeatIntervalMs());
-    }
-
-    @Test
-    void resolvedRoleParsesCaseInsensitively() {
-        Cluster props = new ApplicationProperties().getCluster();
-        props.getNode().setRole("WEB");
-        assertEquals(Cluster.NodeRole.WEB, props.resolvedRole());
-
-        props.getNode().setRole("web");
-        assertEquals(Cluster.NodeRole.WEB, props.resolvedRole());
-
-        props.getNode().setRole("Worker");
-        assertEquals(Cluster.NodeRole.WORKER, props.resolvedRole());
-
-        props.getNode().setRole("garbage");
-        assertEquals(Cluster.NodeRole.BOTH, props.resolvedRole());
-
-        props.getNode().setRole(null);
-        assertEquals(Cluster.NodeRole.BOTH, props.resolvedRole());
-    }
-
-    @Test
-    void resolvedNodeIdIsStableAcrossCalls() {
-        Cluster props = new ApplicationProperties().getCluster();
-        String first = props.resolvedNodeId();
-        String second = props.resolvedNodeId();
-        assertNotNull(first);
-        assertEquals(first, second);
-    }
-
-    @Test
-    void resolvedNodeIdHonoursExplicitId() {
-        Cluster props = new ApplicationProperties().getCluster();
-        props.getNode().setId("abc");
-        assertEquals("abc", props.resolvedNodeId());
-    }
-}
@@ -1,90 +0,0 @@
-package stirling.software.common.cluster;
-
-import static org.assertj.core.api.Assertions.assertThat;
-
-import org.junit.jupiter.api.Test;
-import org.springframework.boot.autoconfigure.context.PropertyPlaceholderAutoConfiguration;
-import org.springframework.boot.test.context.runner.ApplicationContextRunner;
-import org.springframework.context.annotation.Bean;
-import org.springframework.context.annotation.Configuration;
-
-import stirling.software.common.cluster.inprocess.InProcessClusterConfiguration;
-import stirling.software.common.model.ApplicationProperties;
-
-/**
- * Verifies the {@link InProcessClusterConfiguration} conditional wiring: in-process beans wire when
- * cluster mode is off or {@code backplane=inprocess}, and are skipped when {@code
- * backplane=valkey}.
- */
-class InProcessConfigurationConditionalTest {
-
-    private final ApplicationContextRunner runner =
-            new ApplicationContextRunner()
-                    .withConfiguration(
-                            org.springframework.boot.autoconfigure.AutoConfigurations.of(
-                                    PropertyPlaceholderAutoConfiguration.class))
-                    .withUserConfiguration(
-                            TestAppPropertiesConfig.class,
-                            ClusterConfig.class,
-                            InProcessClusterConfiguration.class);
-
-    @Test
-    void inProcessBeansWireWhenClusterDisabled() {
-        runner.run(
-                context ->
-                        assertThat(context)
-                                .hasNotFailed()
-                                .hasSingleBean(ClusterBackplane.class)
-                                .hasSingleBean(JobStore.class)
-                                .hasSingleBean(RateLimitStore.class)
-                                .hasSingleBean(DistributedLock.class)
-                                .hasSingleBean(KeyValueCache.class)
-                                .hasSingleBean(InstanceRegistry.class));
-    }
-
-    @Test
-    void inProcessBeansWireWhenEnabledWithInProcessBackplane() {
-        runner.withPropertyValues("cluster.enabled=true", "cluster.backplane=inprocess")
-                .run(
-                        context ->
-                                assertThat(context)
-                                        .hasNotFailed()
-                                        .hasSingleBean(ClusterBackplane.class)
-                                        .hasSingleBean(JobStore.class)
-                                        .hasSingleBean(RateLimitStore.class)
-                                        .hasSingleBean(DistributedLock.class)
-                                        .hasSingleBean(KeyValueCache.class)
-                                        .hasSingleBean(InstanceRegistry.class));
-    }
-
-    @Test
-    void inProcessBeansSkippedWhenEnabledWithDistributedBackplane() {
-        runner.withPropertyValues(
-                        "cluster.enabled=true",
-                        "cluster.backplane=valkey",
-                        "cluster.valkey.url=redis://localhost:6379")
-                .run(
-                        context ->
-                                assertThat(context)
-                                        .hasNotFailed()
-                                        .doesNotHaveBean(ClusterBackplane.class)
-                                        .doesNotHaveBean(JobStore.class)
-                                        .doesNotHaveBean(RateLimitStore.class)
-                                        .doesNotHaveBean(DistributedLock.class)
-                                        .doesNotHaveBean(KeyValueCache.class)
-                                        .doesNotHaveBean(InstanceRegistry.class));
-    }
-
-    /**
-     * Hand-rolled {@link ApplicationProperties} bean: the production class loads YAML at startup
-     * via a {@code @PostConstruct} hook that isn't appropriate for the slice runner, so we wire a
-     * defaults-only instance here.
-     */
-    @Configuration
-    static class TestAppPropertiesConfig {
-        @Bean
-        ApplicationProperties applicationProperties() {
-            return new ApplicationProperties();
-        }
-    }
-}
@@ -1,167 +0,0 @@
-package stirling.software.common.cluster.inprocess;
-
-import static org.junit.jupiter.api.Assertions.assertFalse;
-import static org.junit.jupiter.api.Assertions.assertTrue;
-
-import java.time.Duration;
-import java.util.Optional;
-import java.util.concurrent.CountDownLatch;
-import java.util.concurrent.TimeUnit;
-import java.util.concurrent.atomic.AtomicBoolean;
-
-import org.junit.jupiter.api.Test;
-
-import stirling.software.common.cluster.DistributedLock;
-
-class InProcessDistributedLockTest {
-
-    @Test
-    void acquireReleaseAcquire() {
-        DistributedLock lock = new InProcessDistributedLock();
-        DistributedLock.LockHandle h1 = lock.tryAcquire("k", Duration.ofSeconds(30)).orElseThrow();
-        h1.release();
-        assertTrue(lock.tryAcquire("k", Duration.ofSeconds(30)).isPresent());
-    }
-
-    @Test
-    void reentryFromSameThreadFails() {
-        DistributedLock lock = new InProcessDistributedLock();
-        DistributedLock.LockHandle h1 = lock.tryAcquire("k", Duration.ofSeconds(30)).orElseThrow();
-        Optional<DistributedLock.LockHandle> reentry = lock.tryAcquire("k", Duration.ofSeconds(30));
-        assertFalse(reentry.isPresent(), "in-process lock must be non-reentrant");
-        h1.release();
-        // After release, anyone can acquire again.
-        assertTrue(lock.tryAcquire("k", Duration.ofSeconds(30)).isPresent());
-    }
-
-    @Test
-    void secondAcquireFromAnotherThreadFails() throws InterruptedException {
-        DistributedLock lock = new InProcessDistributedLock();
-        DistributedLock.LockHandle h1 = lock.tryAcquire("k", Duration.ofSeconds(30)).orElseThrow();
-
-        CountDownLatch done = new CountDownLatch(1);
-        AtomicBoolean acquired = new AtomicBoolean(true);
-        Thread t =
-                new Thread(
-                        () -> {
-                            Optional<DistributedLock.LockHandle> attempt =
-                                    lock.tryAcquire("k", Duration.ofSeconds(30));
-                            acquired.set(attempt.isPresent());
-                            attempt.ifPresent(DistributedLock.LockHandle::release);
-                            done.countDown();
-                        });
-        t.start();
-        assertTrue(done.await(2, TimeUnit.SECONDS));
-        assertFalse(acquired.get());
-        h1.release();
-    }
-
-    @Test
-    void leaseExpiryAllowsTakeoverEvenWithoutRelease() throws InterruptedException {
-        // Acquire with a short lease, never call release, then try to acquire again after the
-        // lease has elapsed. Matches Redis SET-NX-EX semantics - the second caller gets the lock
-        // because the first lease auto-expired. 250ms lease + 350ms wait gives CI generous slack.
-        DistributedLock lock = new InProcessDistributedLock();
-        DistributedLock.LockHandle h1 = lock.tryAcquire("k", Duration.ofMillis(250)).orElseThrow();
-        Thread.sleep(350);
-        Optional<DistributedLock.LockHandle> takeover =
-                lock.tryAcquire("k", Duration.ofSeconds(30));
-        assertTrue(
-                takeover.isPresent(),
-                "expired lease must release the lock so a new caller can take over");
-        // Calling release() on the original handle after takeover must be a no-op (token check).
-        h1.release();
-        // The takeover holder is still the legitimate owner.
-        assertFalse(lock.tryAcquire("k", Duration.ofSeconds(30)).isPresent());
-        takeover.get().release();
-    }
-
-    @Test
-    void renewExtendsLease() throws InterruptedException {
-        // Acquire with a short lease, renew it before it expires, then verify the lock is still
-        // held past the original expiry point. 200ms initial + renew to 2s + wait 350ms.
-        DistributedLock lock = new InProcessDistributedLock();
-        DistributedLock.LockHandle h1 = lock.tryAcquire("k", Duration.ofMillis(200)).orElseThrow();
-        assertTrue(h1.renew(Duration.ofSeconds(2)), "renew on a held lease must succeed");
-        Thread.sleep(350);
-        assertFalse(
-                lock.tryAcquire("k", Duration.ofSeconds(30)).isPresent(),
-                "renew should have pushed expiry well past the original 200ms");
-        h1.release();
-    }
-
-    @Test
-    void renewAfterReleaseFails() {
-        DistributedLock lock = new InProcessDistributedLock();
-        DistributedLock.LockHandle h1 = lock.tryAcquire("k", Duration.ofSeconds(30)).orElseThrow();
-        h1.release();
-        assertFalse(h1.renew(Duration.ofSeconds(30)), "renew on a released handle must fail");
-    }
-
-    /**
-     * Concurrency stress: many threads contending on the same key with each holder respecting the
-     * lease (hold &lt;&lt; lease). The lock behaves as a strict mutex in this regime so asserting
-     * mutual exclusion is meaningful. A separate test ({@link
-     * #leaseExpiryAllowsTakeoverEvenWithoutRelease}) covers the takeover-across-expiry branch,
-     * which legitimately allows two holders momentarily and is split-brain behaviour inherent to
-     * any lease-based lock.
-     */
-    @Test
-    void concurrentContentionPreservesMutualExclusion() throws InterruptedException {
-        DistributedLock lock = new InProcessDistributedLock();
-        int threads = 16;
-        int attemptsPerThread = 200;
-        // Lease far exceeds any plausible hold time, so the takeover branch never triggers in
-        // this test and the lock acts as a strict mutex.
-        Duration lease = Duration.ofSeconds(5);
-        java.util.concurrent.atomic.AtomicInteger concurrentHolders =
-                new java.util.concurrent.atomic.AtomicInteger();
-        java.util.concurrent.atomic.AtomicInteger maxConcurrent =
-                new java.util.concurrent.atomic.AtomicInteger();
-        java.util.concurrent.atomic.AtomicInteger acquires =
-                new java.util.concurrent.atomic.AtomicInteger();
-        java.util.concurrent.atomic.AtomicReference<Throwable> firstFailure =
-                new java.util.concurrent.atomic.AtomicReference<>();
-        CountDownLatch start = new CountDownLatch(1);
-        CountDownLatch done = new CountDownLatch(threads);
-
-        for (int i = 0; i < threads; i++) {
-            new Thread(
-                            () -> {
-                                try {
-                                    start.await();
-                                    for (int j = 0; j < attemptsPerThread; j++) {
-                                        Optional<DistributedLock.LockHandle> h =
-                                                lock.tryAcquire("hot", lease);
-                                        if (h.isPresent()) {
-                                            int now = concurrentHolders.incrementAndGet();
-                                            maxConcurrent.accumulateAndGet(now, Math::max);
-                                            acquires.incrementAndGet();
-                                            // Trivial critical section; well within lease.
-                                            concurrentHolders.decrementAndGet();
-                                            h.get().release();
-                                        }
-                                    }
-                                } catch (Throwable t) {
-                                    firstFailure.compareAndSet(null, t);
-                                } finally {
-                                    done.countDown();
-                                }
-                            },
-                            "lock-stress-" + i)
-                    .start();
-        }
-        start.countDown();
-        assertTrue(done.await(30, TimeUnit.SECONDS), "stress workers must finish in time");
-        org.junit.jupiter.api.Assertions.assertNull(firstFailure.get(), "no worker may throw");
-        org.junit.jupiter.api.Assertions.assertEquals(
-                1,
-                maxConcurrent.get(),
-                "mutual exclusion violated: more than one holder observed simultaneously");
-        assertTrue(
-                acquires.get() > 0,
-                "at least some acquires must succeed under contention (saw "
-                        + acquires.get()
-                        + ")");
-    }
-}
@@ -1,28 +0,0 @@
-package stirling.software.common.cluster.inprocess;
-
-import static org.junit.jupiter.api.Assertions.assertEquals;
-import static org.junit.jupiter.api.Assertions.assertTrue;
-
-import java.time.Duration;
-import java.time.Instant;
-
-import org.junit.jupiter.api.Test;
-
-import stirling.software.common.cluster.ClusterNode;
-
-class InProcessInstanceRegistryTest {
-
-    @Test
-    void registerThenLookupAndActiveNodes() {
-        InProcessInstanceRegistry registry = new InProcessInstanceRegistry();
-        ClusterNode node = new ClusterNode("node-1", "127.0.0.1:8080", Instant.now(), "BOTH");
-        registry.register(node, Duration.ofSeconds(30));
-
-        assertTrue(registry.lookup("node-1").isPresent());
-        assertEquals("node-1", registry.lookup("node-1").get().nodeId());
-        assertEquals(1, registry.activeNodes().size());
-
-        registry.deregister("node-1");
-        assertTrue(registry.lookup("node-1").isEmpty());
-    }
-}
@@ -1,91 +0,0 @@
-package stirling.software.common.cluster.inprocess;
-
-import static org.junit.jupiter.api.Assertions.assertEquals;
-import static org.junit.jupiter.api.Assertions.assertFalse;
-import static org.junit.jupiter.api.Assertions.assertTrue;
-
-import java.time.Duration;
-import java.time.Instant;
-import java.util.List;
-import java.util.Map;
-
-import org.junit.jupiter.api.Test;
-
-import stirling.software.common.cluster.JobStoreEntry;
-
-class InProcessJobStoreTest {
-
-    private final InProcessJobStore store = new InProcessJobStore();
-
-    @Test
-    void putGetDeleteExistsRoundTrip() {
-        JobStoreEntry entry = entry("job-1");
-        store.put(entry, Duration.ofMinutes(30));
-
-        assertTrue(store.exists("job-1"));
-        assertEquals(entry, store.get("job-1").orElseThrow());
-
-        store.delete("job-1");
-        assertFalse(store.exists("job-1"));
-    }
-
-    @Test
-    void ttlExpiry() throws InterruptedException {
-        store.put(entry("job-2"), Duration.ofMillis(50));
-        Thread.sleep(100);
-        assertFalse(store.get("job-2").isPresent());
-    }
-
-    @Test
-    void purgeExpiredRemovesOnlyStaleEntries() throws InterruptedException {
-        store.put(entry("job-fresh"), Duration.ofMinutes(30));
-        store.put(entry("job-stale"), Duration.ofMillis(20));
-        Thread.sleep(80);
-
-        int removed = store.purgeExpired();
-        assertEquals(1, removed);
-        assertTrue(store.exists("job-fresh"));
-    }
-
-    @Test
-    void findJobIdByFileIdReturnsTheRightJob() {
-        store.put(
-                new JobStoreEntry(
-                        "job-a",
-                        JobStoreEntry.JobState.COMPLETE,
-                        "node-1",
-                        Instant.now(),
-                        Instant.now(),
-                        null,
-                        List.of("file-1", "file-2"),
-                        Map.of()),
-                Duration.ofMinutes(30));
-        store.put(
-                new JobStoreEntry(
-                        "job-b",
-                        JobStoreEntry.JobState.COMPLETE,
-                        "node-1",
-                        Instant.now(),
-                        Instant.now(),
-                        null,
-                        List.of("file-3"),
-                        Map.of()),
-                Duration.ofMinutes(30));
-
-        assertEquals("job-a", store.findJobIdByFileId("file-1").orElseThrow());
-        assertEquals("job-b", store.findJobIdByFileId("file-3").orElseThrow());
-        assertFalse(store.findJobIdByFileId("missing").isPresent());
-    }
-
-    private JobStoreEntry entry(String id) {
-        return new JobStoreEntry(
-                id,
-                JobStoreEntry.JobState.PENDING,
-                "node-1",
-                Instant.now(),
-                null,
-                null,
-                List.of(),
-                Map.of());
-    }
-}
@@ -1,41 +0,0 @@
-package stirling.software.common.cluster.inprocess;
-
-import static org.junit.jupiter.api.Assertions.assertEquals;
-import static org.junit.jupiter.api.Assertions.assertFalse;
-
-import java.time.Duration;
-
-import org.junit.jupiter.api.Test;
-
-import stirling.software.common.cluster.KeyValueCache;
-
-class InProcessKeyValueCacheTest {
-
-    @Test
-    void putGetEvict() {
-        KeyValueCache cache = new InProcessKeyValueCache();
-        cache.put("apikey", "a", "userA", Duration.ofMinutes(1));
-        assertEquals("userA", cache.get("apikey", "a").orElseThrow());
-
-        cache.evict("apikey", "a");
-        assertFalse(cache.get("apikey", "a").isPresent());
-    }
-
-    @Test
-    void ttlExpiry() throws InterruptedException {
-        KeyValueCache cache = new InProcessKeyValueCache();
-        cache.put("ns", "k", "v", Duration.ofMillis(40));
-        Thread.sleep(80);
-        assertFalse(cache.get("ns", "k").isPresent());
-    }
-
-    @Test
-    void evictNamespace() {
-        KeyValueCache cache = new InProcessKeyValueCache();
-        cache.put("ns", "a", "1", Duration.ofMinutes(1));
-        cache.put("ns", "b", "2", Duration.ofMinutes(1));
-        cache.evictNamespace("ns");
-        assertFalse(cache.get("ns", "a").isPresent());
-        assertFalse(cache.get("ns", "b").isPresent());
-    }
-}
@@ -1,56 +0,0 @@
-package stirling.software.common.cluster.inprocess;
-
-import static org.junit.jupiter.api.Assertions.assertEquals;
-import static org.junit.jupiter.api.Assertions.assertFalse;
-import static org.junit.jupiter.api.Assertions.assertTrue;
-
-import java.time.Duration;
-
-import org.junit.jupiter.api.Test;
-
-import stirling.software.common.cluster.RateLimitStore;
-import stirling.software.common.cluster.RateLimitStore.RateLimitDecision;
-
-class InProcessRateLimitStoreTest {
-
-    @Test
-    void firstNConsumesAllowed() {
-        RateLimitStore store = new InProcessRateLimitStore();
-        for (int i = 0; i < 5; i++) {
-            assertTrue(store.tryConsume("k", 5, Duration.ofSeconds(60)).allowed(), "i=" + i);
-        }
-        assertFalse(store.tryConsume("k", 5, Duration.ofSeconds(60)).allowed());
-    }
-
-    @Test
-    void remainingTokensDecrements() {
-        RateLimitStore store = new InProcessRateLimitStore();
-        RateLimitDecision d1 = store.tryConsume("k", 5, Duration.ofSeconds(60));
-        RateLimitDecision d2 = store.tryConsume("k", 5, Duration.ofSeconds(60));
-        assertTrue(d1.allowed());
-        assertTrue(d2.allowed());
-        assertEquals(4, d1.remainingTokens());
-        assertEquals(3, d2.remainingTokens());
-    }
-
-    @Test
-    void refillRestoresTokens() throws InterruptedException {
-        RateLimitStore store = new InProcessRateLimitStore();
-        // Capacity 2 with smooth refill over 100 ms -> ~1 token per 50 ms.
-        for (int i = 0; i < 2; i++) {
-            assertTrue(store.tryConsume("k", 2, Duration.ofMillis(100)).allowed());
-        }
-        assertFalse(store.tryConsume("k", 2, Duration.ofMillis(100)).allowed());
-        Thread.sleep(150);
-        assertTrue(store.tryConsume("k", 2, Duration.ofMillis(100)).allowed());
-    }
-
-    @Test
-    void deniedConsumeReportsWaitNanos() {
-        RateLimitStore store = new InProcessRateLimitStore();
-        assertTrue(store.tryConsume("wait", 1, Duration.ofSeconds(10)).allowed());
-        RateLimitDecision denied = store.tryConsume("wait", 1, Duration.ofSeconds(10));
-        assertFalse(denied.allowed());
-        assertTrue(denied.nanosToWaitForRefill() > 0L);
-    }
-}
@@ -1,42 +0,0 @@
-package stirling.software.common.cluster.inprocess;
-
-import static org.junit.jupiter.api.Assertions.assertArrayEquals;
-import static org.junit.jupiter.api.Assertions.assertEquals;
-import static org.junit.jupiter.api.Assertions.assertFalse;
-import static org.junit.jupiter.api.Assertions.assertThrows;
-import static org.junit.jupiter.api.Assertions.assertTrue;
-
-import java.io.ByteArrayInputStream;
-import java.io.IOException;
-import java.nio.file.Path;
-
-import org.junit.jupiter.api.Test;
-import org.junit.jupiter.api.io.TempDir;
-
-import stirling.software.common.cluster.FileStore;
-
-class LocalDiskFileStoreTest {
-
-    @Test
-    void storeRetrieveSizeDeleteExistsRoundTrip(@TempDir Path dir) throws IOException {
-        LocalDiskFileStore store = new LocalDiskFileStore(dir.toString());
-        byte[] payload = "hello-bytes".getBytes();
-
-        FileStore.Stored stored = store.store(new ByteArrayInputStream(payload), "x.txt");
-        assertEquals(payload.length, stored.size());
-        assertTrue(store.exists(stored.fileId()));
-        assertEquals(payload.length, store.size(stored.fileId()));
-        assertArrayEquals(payload, store.retrieveBytes(stored.fileId()));
-
-        assertTrue(store.delete(stored.fileId()));
-        assertFalse(store.exists(stored.fileId()));
-    }
-
-    @Test
-    void traversalIdsAreRejected(@TempDir Path dir) {
-        LocalDiskFileStore store = new LocalDiskFileStore(dir.toString());
-        assertThrows(IllegalArgumentException.class, () -> store.resolve("../foo"));
-        assertThrows(IllegalArgumentException.class, () -> store.resolve("a/b"));
-        assertThrows(IllegalArgumentException.class, () -> store.resolve("a\\b"));
-    }
-}
@@ -1,27 +0,0 @@
-package stirling.software.common.service;
-
-import static org.junit.jupiter.api.Assertions.assertArrayEquals;
-import static org.mockito.Mockito.mock;
-
-import java.io.IOException;
-import java.nio.file.Path;
-
-import org.junit.jupiter.api.Test;
-import org.junit.jupiter.api.io.TempDir;
-
-import stirling.software.common.cluster.inprocess.LocalDiskFileStore;
-
-class FileStorageDelegationTest {
-
-    @Test
-    void storeBytesThenRetrieveBytesRoundTripsThroughFileStore(@TempDir Path tempDir)
-            throws IOException {
-        FileStorage fs =
-                new FileStorage(
-                        mock(FileOrUploadService.class),
-                        new LocalDiskFileStore(tempDir.toString()));
-        byte[] payload = "round-trip".getBytes();
-        String id = fs.storeBytes(payload, "x.bin");
-        assertArrayEquals(payload, fs.retrieveBytes(id));
-    }
-}
@@ -3,7 +3,6 @@ package stirling.software.common.service;
 import static org.junit.jupiter.api.Assertions.*;
 import static org.mockito.Mockito.*;

-import java.io.ByteArrayInputStream;
 import java.io.IOException;
 import java.io.InputStream;
 import java.nio.charset.StandardCharsets;
@@ -14,30 +13,29 @@ import java.util.stream.Stream;
 import org.junit.jupiter.api.BeforeEach;
 import org.junit.jupiter.api.Test;
 import org.junit.jupiter.api.io.TempDir;
+import org.mockito.InjectMocks;
 import org.mockito.Mock;
 import org.mockito.MockitoAnnotations;
 import org.springframework.core.io.ByteArrayResource;
 import org.springframework.core.io.Resource;
 import org.springframework.http.MediaType;
+import org.springframework.test.util.ReflectionTestUtils;
 import org.springframework.web.multipart.MultipartFile;

-import stirling.software.common.cluster.inprocess.LocalDiskFileStore;
-
 class FileStorageTest {

    @TempDir Path tempDir;

    @Mock private FileOrUploadService fileOrUploadService;

-    private FileStorage fileStorage;
+    @InjectMocks private FileStorage fileStorage;

    private MultipartFile mockFile;

    @BeforeEach
-    void setUp() throws IOException {
+    void setUp() {
        MockitoAnnotations.openMocks(this);
-        fileStorage =
-                new FileStorage(fileOrUploadService, new LocalDiskFileStore(tempDir.toString()));
+        ReflectionTestUtils.setField(fileStorage, "tempDirPath", tempDir.toString());

        // Create a mock MultipartFile
        mockFile = mock(MultipartFile.class);
@@ -49,7 +47,17 @@ class FileStorageTest {
    void testStoreFile() throws IOException {
        // Arrange
        byte[] fileContent = "Test PDF content".getBytes();
-        when(mockFile.getInputStream()).thenReturn(new ByteArrayInputStream(fileContent));
+        when(mockFile.getBytes()).thenReturn(fileContent);
+
+        // Set up mock to handle transferTo by writing the file
+        doAnswer(
+                        invocation -> {
+                            java.io.File file = invocation.getArgument(0);
+                            Files.write(file.toPath(), fileContent);
+                            return null;
+                        })
+                .when(mockFile)
+                .transferTo(any(java.io.File.class));

        // Act
        String fileId = fileStorage.storeFile(mockFile);
@@ -57,7 +65,7 @@ class FileStorageTest {
        // Assert
        assertNotNull(fileId);
        assertTrue(Files.exists(tempDir.resolve(fileId)));
-        assertArrayEquals(fileContent, Files.readAllBytes(tempDir.resolve(fileId)));
+        verify(mockFile).transferTo(any(java.io.File.class));
    }

    @Test
@@ -239,11 +247,11 @@ class FileStorageTest {
            filesBefore = s.count();
        }

-        // Act + Assert: IOException must propagate out - not be swallowed.
+        // Act + Assert: IOException must propagate out — not be swallowed.
        assertThrows(
                IOException.class, () -> fileStorage.storeFromResource(flakyResource, "n.pdf"));

-        // Assert: no partial file lingers under the storage directory - the finally
+        // Assert: no partial file lingers under the storage directory — the finally
        // branch's deleteIfExists must have cleaned it up.
        long filesAfter;
        try (Stream<Path> s = Files.list(tempDir)) {
@@ -1,120 +0,0 @@
-package stirling.software.common.service;
-
-import static org.junit.jupiter.api.Assertions.assertEquals;
-import static org.mockito.ArgumentMatchers.any;
-import static org.mockito.Mockito.never;
-import static org.mockito.Mockito.spy;
-import static org.mockito.Mockito.verify;
-
-import java.time.LocalDateTime;
-
-import org.junit.jupiter.api.BeforeEach;
-import org.junit.jupiter.api.Test;
-import org.mockito.Mock;
-import org.mockito.MockitoAnnotations;
-import org.springframework.test.util.ReflectionTestUtils;
-
-import stirling.software.common.cluster.ClusterBackplane;
-import stirling.software.common.cluster.JobStoreEntry;
-import stirling.software.common.cluster.JobStoreEntry.JobState;
-import stirling.software.common.cluster.inprocess.InProcessClusterBackplane;
-import stirling.software.common.cluster.inprocess.InProcessJobStore;
-import stirling.software.common.model.ApplicationProperties;
-import stirling.software.common.model.job.JobResult;
-
-class TaskManagerJobStoreDelegationTest {
-
-    @Mock private FileStorage fileStorage;
-
-    private InProcessJobStore jobStore;
-    private ClusterBackplane backplane;
-    private TaskManager taskManager;
-
-    @BeforeEach
-    void setUp() {
-        MockitoAnnotations.openMocks(this);
-        jobStore = spy(new InProcessJobStore());
-        backplane = new InProcessClusterBackplane(new ApplicationProperties());
-        taskManager = new TaskManager(fileStorage, jobStore, backplane);
-        ReflectionTestUtils.setField(taskManager, "jobResultExpiryMinutes", 30);
-    }
-
-    @Test
-    void createTaskWritesPendingEntry() {
-        taskManager.createTask("job-1");
-        JobStoreEntry entry = jobStore.get("job-1").orElseThrow();
-        assertEquals(JobState.PENDING, entry.state());
-        assertEquals(backplane.localNodeId(), entry.owningNodeId());
-    }
-
-    @Test
-    void setCompleteFlipsToComplete() {
-        taskManager.createTask("job-2");
-        taskManager.setResult("job-2", "ok");
-        taskManager.setComplete("job-2");
-        JobStoreEntry entry = jobStore.get("job-2").orElseThrow();
-        assertEquals(JobState.COMPLETE, entry.state());
-    }
-
-    @Test
-    void setErrorFlipsToFailed() {
-        taskManager.createTask("job-3");
-        taskManager.setError("job-3", "boom");
-        JobStoreEntry entry = jobStore.get("job-3").orElseThrow();
-        assertEquals(JobState.FAILED, entry.state());
-        assertEquals("boom", entry.error());
-    }
-
-    @Test
-    void cleanupOldJobsIsNoopWhenBackplaneIsNotInProcess() {
-        ClusterBackplane mockedValkeyBackplane =
-                new ClusterBackplane() {
-                    @Override
-                    public boolean isHealthy() {
-                        return true;
-                    }
-
-                    @Override
-                    public String backplaneType() {
-                        return "valkey";
-                    }
-
-                    @Override
-                    public String localNodeId() {
-                        return "node-1";
-                    }
-
-                    @Override
-                    public boolean shouldRunLocalCleanup() {
-                        return false;
-                    }
-                };
-        TaskManager tm = new TaskManager(fileStorage, jobStore, mockedValkeyBackplane);
-        ReflectionTestUtils.setField(tm, "jobResultExpiryMinutes", 30);
-        tm.createTask("job-4");
-        tm.setComplete("job-4");
-        ageJobPastExpiry(tm, "job-4");
-        tm.cleanupOldJobs();
-        // cleanup must short-circuit before touching jobStore in cluster mode; the backplane
-        // TTL owns expiry there. If the gate fired correctly, delete is never called.
-        verify(jobStore, never()).delete(any());
-    }
-
-    @Test
-    void cleanupOldJobsDeletesFromJobStoreWhenBackplaneIsInProcess() {
-        taskManager.createTask("job-5");
-        taskManager.setComplete("job-5");
-        ageJobPastExpiry(taskManager, "job-5");
-        taskManager.cleanupOldJobs();
-        verify(jobStore).delete("job-5");
-    }
-
-    @SuppressWarnings("unchecked")
-    private static void ageJobPastExpiry(TaskManager tm, String jobId) {
-        var jobResults =
-                (java.util.Map<String, JobResult>) ReflectionTestUtils.getField(tm, "jobResults");
-        JobResult result = jobResults.get(jobId);
-        ReflectionTestUtils.setField(result, "completedAt", LocalDateTime.now().minusHours(2));
-        ReflectionTestUtils.setField(result, "complete", true);
-    }
-}
@@ -1,28 +1,20 @@
 package stirling.software.common.service;

 import static org.junit.jupiter.api.Assertions.*;
-import static org.mockito.ArgumentMatchers.any;
-import static org.mockito.ArgumentMatchers.anyString;
 import static org.mockito.Mockito.*;

 import java.time.LocalDateTime;
 import java.util.Map;
-import java.util.Optional;

 import org.junit.jupiter.api.AfterEach;
 import org.junit.jupiter.api.BeforeEach;
 import org.junit.jupiter.api.Test;
-import org.mockito.ArgumentCaptor;
 import org.mockito.InjectMocks;
 import org.mockito.Mock;
 import org.mockito.MockitoAnnotations;
 import org.springframework.http.MediaType;
 import org.springframework.test.util.ReflectionTestUtils;

-import stirling.software.common.cluster.ClusterBackplane;
-import stirling.software.common.cluster.JobStore;
-import stirling.software.common.cluster.JobStoreEntry;
-import stirling.software.common.cluster.JobStoreEntry.JobState;
 import stirling.software.common.model.job.JobResult;
 import stirling.software.common.model.job.JobStats;
 import stirling.software.common.model.job.ResultFile;
@@ -30,8 +22,6 @@ import stirling.software.common.model.job.ResultFile;
 class TaskManagerTest {

    @Mock private FileStorage fileStorage;
-    @Mock private JobStore jobStore;
-    @Mock private ClusterBackplane clusterBackplane;

    @InjectMocks private TaskManager taskManager;

@@ -40,10 +30,6 @@ class TaskManagerTest {
    @BeforeEach
    void setUp() {
        closeable = MockitoAnnotations.openMocks(this);
-        // Treat the backplane as in-process so cleanupOldJobs is not short-circuited.
-        lenient().when(clusterBackplane.backplaneType()).thenReturn("inprocess");
-        lenient().when(clusterBackplane.localNodeId()).thenReturn("test-node");
-        lenient().when(clusterBackplane.shouldRunLocalCleanup()).thenReturn(true);
        ReflectionTestUtils.setField(taskManager, "jobResultExpiryMinutes", 30);
    }

@@ -284,33 +270,6 @@ class TaskManagerTest {
        verify(fileStorage).deleteFile("file-id");
    }

-    @Test
-    void testCleanupOldJobs_NoOpWhenBackplaneOwnsExpiry() {
-        // When the backplane reports it should NOT run local cleanup (e.g. a distributed
-        // backplane with its own TTL), the cleanup loop must leave local state untouched.
-        when(clusterBackplane.shouldRunLocalCleanup()).thenReturn(false);
-
-        // Seed an old completed job that would normally be removed.
-        String oldJobId = "old-job-distributed";
-        taskManager.createTask(oldJobId);
-        JobResult oldJob = taskManager.getJobResult(oldJobId);
-        ReflectionTestUtils.setField(oldJob, "completedAt", LocalDateTime.now().minusHours(1));
-        ReflectionTestUtils.setField(oldJob, "complete", true);
-
-        Map<String, JobResult> jobResultsMap =
-                (Map<String, JobResult>) ReflectionTestUtils.getField(taskManager, "jobResults");
-        assertNotNull(jobResultsMap);
-        assertTrue(jobResultsMap.containsKey(oldJobId));
-
-        // Act
-        taskManager.cleanupOldJobs();
-
-        // Assert: nothing was removed locally, and no jobStore.delete was issued.
-        assertTrue(jobResultsMap.containsKey(oldJobId));
-        verify(jobStore, never()).delete(anyString());
-        verify(fileStorage, never()).deleteFile(anyString());
-    }
-
    @Test
    void testShutdown() {
        // This mainly tests that the shutdown method doesn't throw exceptions
@@ -351,33 +310,4 @@ class TaskManagerTest {
        // Assert
        assertFalse(result);
    }
-
-    @Test
-    void testWriteThroughOnUpdate() {
-        // Mutating calls must write through to the injected JobStore.
-        String jobId = "write-through-job";
-        taskManager.createTask(jobId);
-        taskManager.setResult(jobId, "done");
-
-        ArgumentCaptor<JobStoreEntry> captor = ArgumentCaptor.forClass(JobStoreEntry.class);
-        verify(jobStore, atLeast(2)).put(captor.capture(), any());
-
-        JobStoreEntry last = captor.getValue();
-        assertEquals(jobId, last.jobId());
-        assertEquals(JobState.COMPLETE, last.state());
-        assertEquals("test-node", last.owningNodeId());
-    }
-
-    @Test
-    void testFindJobKeyByFileId_FallsBackToJobStore() {
-        // When the file id is not in the local map, TaskManager delegates to JobStore.
-        String fileId = "remote-file-id";
-        String expectedJobKey = "remote-job-key";
-        when(jobStore.findJobIdByFileId(fileId)).thenReturn(Optional.of(expectedJobKey));
-
-        String actual = taskManager.findJobKeyByFileId(fileId);
-
-        assertEquals(expectedJobKey, actual);
-        verify(jobStore).findJobIdByFileId(fileId);
-    }
 }
@@ -277,6 +277,9 @@ public class ConfigController {
            // Premium/Enterprise settings
            configData.put("premiumEnabled", applicationProperties.getPremium().isEnabled());

+            // AI Engine settings
+            configData.put("aiEngineEnabled", applicationProperties.getAiEngine().isEnabled());
+
            // Timestamp TSA settings — single source of truth for presets + admin URLs
            ApplicationProperties.Security.Timestamp tsConfig =
                    applicationProperties.getSecurity().getTimestamp();
@@ -330,24 +330,6 @@ aiEngine:
  url: http://localhost:5001 # URL of the Python AI engine
  timeoutSeconds: 120 # Timeout in seconds for AI engine requests

-# Cluster configuration. NOT YET ENABLED - scaffolding for later work. Leave at defaults.
-cluster:
-  enabled: false # Master switch. 'false' (default) wires the in-process backplane and skips all cluster checks. Single-instance installs do not need to change anything here.
-  backplane: inprocess # Backplane implementation: 'inprocess' (single JVM only) or 'valkey' (multi-node via Valkey/Redis)
-  artifactStore: local # Transient cluster job-artifact backend: 'local' (per-node disk; single-node only) or 's3' (shared object store; required for multi-node). Distinct from 'storage.provider' which controls persistent user uploads - when both are 's3' they share the storage.s3.* credentials block. Multi-node deployments MUST set this to 's3'.
-  valkey:
-    url: "" # Valkey/Redis URL, e.g. 'redis://valkey:6379' or 'rediss://...' for TLS. Required when enabled=true and backplane=valkey.
-    tls:
-      skipCertVerification: false # set to 'true' to skip TLS certificate verification on Valkey connections (dev/test only)
-  node:
-    id: "" # Optional explicit node id. Blank = auto-generated UUID at startup.
-    role: both # 'web' (serves HTTP), 'worker' (runs jobs), or 'both' (default)
-    internalAddress: "" # host:port advertised in the instance registry for peer-to-peer cluster traffic. Blank = derived at startup.
-    scheme: http # 'http' or 'https' - scheme peers use to call this node's /internal/cluster/** endpoints
-    heartbeatIntervalMs: 5000 # Heartbeat publish interval for the instance registry (ms)
-  engine:
-    sharedSecret: "" # Shared secret for Java <-> Python AI engine auth. Generate via 'openssl rand -hex 32' and set BOTH this value and the engine pod's STIRLING_ENGINE_SHARED_SECRET env var to the same string. Blank = dev mode (auth disabled, NEVER in production).
-
 pdfEditor:
  fallback-font: classpath:/static/fonts/NotoSans-Regular.ttf # Override to point at a custom fallback font
  cache:
@@ -87,7 +87,7 @@ public class AiEngineController {
    @GetMapping("/health")
    @Operation(
            summary = "AI engine health check",
-            description = "Returns the health status of the AI engine.")
+            description = "Returns the health status of the AI engine including configured models")
    public ResponseEntity<String> health() throws IOException {
        String response = aiEngineClient.get("/health");
        return ResponseEntity.ok().contentType(MediaType.APPLICATION_JSON).body(response);
@@ -1,9 +1,7 @@
 package stirling.software.proprietary.service;

 import java.io.IOException;
-import java.net.InetAddress;
 import java.net.URI;
-import java.net.UnknownHostException;
 import java.net.http.HttpClient;
 import java.net.http.HttpRequest;
 import java.net.http.HttpResponse;
@@ -14,15 +12,9 @@ import java.util.stream.Stream;

 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.http.HttpStatus;
-import org.springframework.security.authentication.AnonymousAuthenticationToken;
-import org.springframework.security.core.Authentication;
-import org.springframework.security.core.context.SecurityContextHolder;
-import org.springframework.security.core.userdetails.UserDetails;
 import org.springframework.stereotype.Service;
 import org.springframework.web.server.ResponseStatusException;

-import jakarta.annotation.PostConstruct;
-
 import lombok.extern.slf4j.Slf4j;

 import stirling.software.common.model.ApplicationProperties;
@@ -31,9 +23,6 @@ import stirling.software.common.model.ApplicationProperties;
@Service
 public class AiEngineClient {

-    static final String ENGINE_AUTH_HEADER = "X-Engine-Auth";
-    static final String USER_ID_HEADER = "X-User-Id";
-
    private final ApplicationProperties applicationProperties;
    private final HttpClient httpClient;

@@ -54,113 +43,15 @@ public class AiEngineClient {
        this.httpClient = httpClient;
    }

-    @PostConstruct
-    void warnIfEngineSecretSentOverPlaintextHttp() {
-        String engineSecret = resolveEngineSecret();
-        if (engineSecret == null || engineSecret.isBlank()) {
-            return;
-        }
-        String engineUrl = applicationProperties.getAiEngine().getUrl();
-        if (engineUrl == null || !engineUrl.startsWith("http://")) {
-            return;
-        }
-        URI uri;
-        try {
-            uri = URI.create(engineUrl);
-        } catch (IllegalArgumentException ex) {
-            log.warn(
-                    "Engine URL {} could not be parsed; skipping plaintext-secret check",
-                    engineUrl);
-            return;
-        }
-        String host = uri.getHost();
-        if (host == null || isLoopbackOrPrivateHost(host)) {
-            return;
-        }
-        log.error(
-                "SECURITY: engine shared secret will be sent over plaintext HTTP to a non-loopback /"
-                        + " non-private-network host: {}. Use https:// for the engine URL in"
-                        + " production.",
-                engineUrl);
-    }
-
-    private static boolean isLoopbackOrPrivateHost(String host) {
-        // Cover the literal forms first to avoid a DNS lookup on the common cases.
-        if (host.equalsIgnoreCase("localhost")
-                || host.equals("127.0.0.1")
-                || host.equals("::1")
-                || host.equals("0:0:0:0:0:0:0:1")) {
-            return true;
-        }
-        try {
-            InetAddress addr = InetAddress.getByName(host);
-            if (addr.isLoopbackAddress()
-                    || addr.isSiteLocalAddress()
-                    || addr.isLinkLocalAddress()) {
-                return true;
-            }
-            byte[] bytes = addr.getAddress();
-            if (bytes.length == 4) {
-                int b0 = bytes[0] & 0xFF;
-                int b1 = bytes[1] & 0xFF;
-                // 10/8
-                if (b0 == 10) return true;
-                // 172.16/12
-                if (b0 == 172 && b1 >= 16 && b1 <= 31) return true;
-                // 192.168/16
-                if (b0 == 192 && b1 == 168) return true;
-            }
-            return false;
-        } catch (UnknownHostException ex) {
-            // Cannot resolve - treat as remote so we err on the side of warning.
-            return false;
-        }
-    }
-
-    private HttpRequest.Builder decorate(HttpRequest.Builder builder) {
-        String secret = resolveEngineSecret();
-        if (secret != null && !secret.isBlank()) {
-            builder.header(ENGINE_AUTH_HEADER, secret);
-        }
-        String userId = resolveUserId();
-        if (userId != null && !userId.isBlank()) {
-            builder.header(USER_ID_HEADER, userId);
-        }
-        return builder;
-    }
-
-    private String resolveEngineSecret() {
-        ApplicationProperties.Cluster cluster = applicationProperties.getCluster();
-        if (cluster == null || cluster.getEngine() == null) {
-            return "";
-        }
-        return cluster.getEngine().getSharedSecret();
-    }
-
-    private String resolveUserId() {
-        try {
-            Authentication auth = SecurityContextHolder.getContext().getAuthentication();
-            if (auth == null
-                    || !auth.isAuthenticated()
-                    || auth instanceof AnonymousAuthenticationToken) {
-                return null;
-            }
-            Object principal = auth.getPrincipal();
-            if (principal instanceof UserDetails ud) {
-                return ud.getUsername();
-            }
-            return auth.getName();
-        } catch (RuntimeException ex) {
-            return null;
-        }
-    }
-
    public String post(String path, String jsonBody) throws IOException {
        ApplicationProperties.AiEngine config = applicationProperties.getAiEngine();
        return postWithTimeout(path, jsonBody, Duration.ofSeconds(config.getTimeoutSeconds()));
    }

-    /** POST with an explicit per-call timeout for heavy operations (e.g. RAG ingestion). */
+    /**
+     * POST with an explicit per-call timeout, for heavy operations (e.g. RAG ingestion of a large
+     * document) that legitimately take longer than the default timeout.
+     */
    public String postLongRunning(String path, String jsonBody) throws IOException {
        ApplicationProperties.AiEngine config = applicationProperties.getAiEngine();
        return postWithTimeout(
@@ -179,13 +70,12 @@ public class AiEngineClient {
        log.debug("Proxying AI engine request to {} (timeout {}s)", url, timeout.toSeconds());

        HttpRequest request =
-                decorate(
-                                HttpRequest.newBuilder()
-                                        .uri(URI.create(url))
-                                        .header("Content-Type", "application/json")
-                                        .header("Accept", "application/json")
-                                        .timeout(timeout)
-                                        .POST(HttpRequest.BodyPublishers.ofString(jsonBody)))
+                HttpRequest.newBuilder()
+                        .uri(URI.create(url))
+                        .header("Content-Type", "application/json")
+                        .header("Accept", "application/json")
+                        .timeout(timeout)
+                        .POST(HttpRequest.BodyPublishers.ofString(jsonBody))
                        .build();

        HttpResponse<String> response = sendRequest(request);
@@ -195,7 +85,15 @@ public class AiEngineClient {
        return response.body();
    }

-    /** POST a JSON body and consume the response as a stream of NDJSON lines. */
+    /**
+     * POST a JSON body and consume the response as a stream of NDJSON lines. Each line is passed to
+     * {@code lineConsumer} in arrival order; the call returns when the engine closes the stream.
+     *
+     * <p>This is the right shape for long-running orchestrator calls that emit incremental
+     * progress. The total HTTP timeout is the long-running timeout (typically 600s+), but in
+     * practice line arrival keeps the connection logically alive: as long as the engine emits
+     * events, the work is progressing. Genuine engine hangs still hit the total timeout.
+     */
    public void streamPost(String path, String jsonBody, Consumer<String> lineConsumer)
            throws IOException {
        ApplicationProperties.AiEngine config = applicationProperties.getAiEngine();
@@ -212,13 +110,12 @@ public class AiEngineClient {
                timeout.toSeconds());

        HttpRequest request =
-                decorate(
-                                HttpRequest.newBuilder()
-                                        .uri(URI.create(url))
-                                        .header("Content-Type", "application/json")
-                                        .header("Accept", "application/x-ndjson")
-                                        .timeout(timeout)
-                                        .POST(HttpRequest.BodyPublishers.ofString(jsonBody)))
+                HttpRequest.newBuilder()
+                        .uri(URI.create(url))
+                        .header("Content-Type", "application/json")
+                        .header("Accept", "application/x-ndjson")
+                        .timeout(timeout)
+                        .POST(HttpRequest.BodyPublishers.ofString(jsonBody))
                        .build();

        HttpResponse<Stream<String>> response;
@@ -263,12 +160,11 @@ public class AiEngineClient {
        log.debug("Proxying AI engine GET request to {}", url);

        HttpRequest request =
-                decorate(
-                                HttpRequest.newBuilder()
-                                        .uri(URI.create(url))
-                                        .header("Accept", "application/json")
-                                        .timeout(Duration.ofSeconds(config.getTimeoutSeconds()))
-                                        .GET())
+                HttpRequest.newBuilder()
+                        .uri(URI.create(url))
+                        .header("Accept", "application/json")
+                        .timeout(Duration.ofSeconds(config.getTimeoutSeconds()))
+                        .GET()
                        .build();

        HttpResponse<String> response = sendRequest(request);
@@ -284,6 +180,9 @@ public class AiEngineClient {
        } catch (HttpTimeoutException e) {
            throw new ResponseStatusException(HttpStatus.GATEWAY_TIMEOUT, "AI engine timed out", e);
        } catch (IOException e) {
+            // Connection refused, DNS failure, socket reset, etc. — surface as
+            // SERVICE_UNAVAILABLE so every caller of this client sees a structured
+            // status rather than a raw 500 from an unhandled IOException.
            throw new ResponseStatusException(
                    HttpStatus.SERVICE_UNAVAILABLE, "AI engine unreachable: " + e.getMessage(), e);
        } catch (InterruptedException e) {
@@ -1,42 +1,31 @@
 package stirling.software.proprietary.service;

-import static org.assertj.core.api.Assertions.assertThat;
 import static org.junit.jupiter.api.Assertions.assertEquals;
 import static org.junit.jupiter.api.Assertions.assertSame;
 import static org.junit.jupiter.api.Assertions.assertThrows;
 import static org.mockito.ArgumentMatchers.any;
 import static org.mockito.Mockito.mock;
-import static org.mockito.Mockito.verify;
 import static org.mockito.Mockito.when;

 import java.io.IOException;
 import java.net.ConnectException;
 import java.net.http.HttpClient;
-import java.net.http.HttpRequest;
 import java.net.http.HttpResponse;
 import java.net.http.HttpTimeoutException;
-import java.util.List;
-import java.util.stream.Stream;

-import org.junit.jupiter.api.AfterEach;
 import org.junit.jupiter.api.BeforeEach;
 import org.junit.jupiter.api.Test;
-import org.mockito.ArgumentCaptor;
 import org.springframework.http.HttpStatus;
-import org.springframework.security.authentication.AnonymousAuthenticationToken;
-import org.springframework.security.authentication.UsernamePasswordAuthenticationToken;
-import org.springframework.security.core.authority.SimpleGrantedAuthority;
-import org.springframework.security.core.context.SecurityContextHolder;
-import org.springframework.security.core.userdetails.User;
-import org.springframework.security.core.userdetails.UserDetails;
 import org.springframework.web.server.ResponseStatusException;

 import stirling.software.common.model.ApplicationProperties;

+/**
+ * Verifies that AiEngineClient surfaces network-layer failures as structured HTTP statuses so every
+ * AI tool caller sees a consistent, meaningful error rather than a raw 500.
+ */
 class AiEngineClientTest {

-    private static final String ENGINE_SECRET = "shared-engine-secret";
-
    private ApplicationProperties applicationProperties;
    private HttpClient httpClient;
    private AiEngineClient client;
@@ -49,12 +38,6 @@ class AiEngineClientTest {
        applicationProperties.getAiEngine().setTimeoutSeconds(5);
        httpClient = mock(HttpClient.class);
        client = new AiEngineClient(applicationProperties, httpClient);
-        SecurityContextHolder.clearContext();
-    }
-
-    @AfterEach
-    void tearDown() {
-        SecurityContextHolder.clearContext();
    }

    @Test
@@ -101,127 +84,4 @@ class AiEngineClientTest {

        assertEquals(HttpStatus.SERVICE_UNAVAILABLE, ex.getStatusCode());
    }
-
-    // --- decorate() contract: X-Engine-Auth + X-User-Id stamping ---------------------------
-
-    @Test
-    void postStampsEngineAuthAndUserIdHeaders() throws Exception {
-        applicationProperties.getCluster().getEngine().setSharedSecret(ENGINE_SECRET);
-        authenticateAs("alice");
-        stubOkResponse();
-
-        client.post("/x", "{}");
-
-        HttpRequest sent = captureSentRequest();
-        assertThat(sent.headers().firstValue("X-Engine-Auth")).contains(ENGINE_SECRET);
-        assertThat(sent.headers().firstValue("X-User-Id")).contains("alice");
-    }
-
-    @Test
-    void getStampsEngineAuthAndUserIdHeaders() throws Exception {
-        applicationProperties.getCluster().getEngine().setSharedSecret(ENGINE_SECRET);
-        authenticateAs("bob");
-        stubOkResponse();
-
-        client.get("/x");
-
-        HttpRequest sent = captureSentRequest();
-        assertThat(sent.headers().firstValue("X-Engine-Auth")).contains(ENGINE_SECRET);
-        assertThat(sent.headers().firstValue("X-User-Id")).contains("bob");
-    }
-
-    @Test
-    void streamPostStampsEngineAuthAndUserIdHeaders() throws Exception {
-        applicationProperties.getCluster().getEngine().setSharedSecret(ENGINE_SECRET);
-        applicationProperties.getAiEngine().setLongRunningTimeoutSeconds(60);
-        authenticateAs("carol");
-        @SuppressWarnings("unchecked")
-        HttpResponse<Stream<String>> response =
-                (HttpResponse<Stream<String>>) mock(HttpResponse.class);
-        when(response.statusCode()).thenReturn(200);
-        when(response.body()).thenReturn(Stream.empty());
-        when(httpClient.send(any(), any(HttpResponse.BodyHandler.class))).thenReturn(response);
-
-        client.streamPost("/stream", "{}", line -> {});
-
-        HttpRequest sent = captureSentRequest();
-        assertThat(sent.headers().firstValue("X-Engine-Auth")).contains(ENGINE_SECRET);
-        assertThat(sent.headers().firstValue("X-User-Id")).contains("carol");
-    }
-
-    @Test
-    void postOmitsEngineAuthWhenSharedSecretBlank() throws Exception {
-        applicationProperties.getCluster().getEngine().setSharedSecret("");
-        authenticateAs("alice");
-        stubOkResponse();
-
-        client.post("/x", "{}");
-
-        HttpRequest sent = captureSentRequest();
-        assertThat(sent.headers().firstValue("X-Engine-Auth"))
-                .as("blank engine secret must NOT produce a header")
-                .isEmpty();
-        assertThat(sent.headers().firstValue("X-User-Id")).contains("alice");
-    }
-
-    @Test
-    void postOmitsUserIdHeaderWhenSecurityContextEmpty() throws Exception {
-        // Unauthenticated context: X-User-Id must be omitted; X-Engine-Auth still applies.
-        applicationProperties.getCluster().getEngine().setSharedSecret(ENGINE_SECRET);
-        SecurityContextHolder.clearContext();
-        stubOkResponse();
-
-        client.post("/x", "{}");
-
-        HttpRequest sent = captureSentRequest();
-        assertThat(sent.headers().firstValue("X-Engine-Auth")).contains(ENGINE_SECRET);
-        assertThat(sent.headers().firstValue("X-User-Id"))
-                .as("anonymous context must NOT stamp an X-User-Id header")
-                .isEmpty();
-    }
-
-    @Test
-    void postOmitsUserIdHeaderForAnonymousAuthenticationToken() throws Exception {
-        // AnonymousAuthenticationToken#isAuthenticated() returns true and getName() ==
-        // "anonymousUser". resolveUserId() must special-case it so the engine never sees
-        // anonymous traffic conflated under the literal identity "anonymousUser".
-        applicationProperties.getCluster().getEngine().setSharedSecret(ENGINE_SECRET);
-        SecurityContextHolder.getContext()
-                .setAuthentication(
-                        new AnonymousAuthenticationToken(
-                                "key",
-                                "anonymousUser",
-                                List.of(new SimpleGrantedAuthority("ROLE_ANONYMOUS"))));
-        stubOkResponse();
-
-        client.post("/x", "{}");
-
-        HttpRequest sent = captureSentRequest();
-        assertThat(sent.headers().firstValue("X-User-Id"))
-                .as("anonymous principal must NOT stamp an X-User-Id header")
-                .isEmpty();
-    }
-
-    private void authenticateAs(String username) {
-        UserDetails principal =
-                User.withUsername(username).password("n/a").authorities("USER").build();
-        SecurityContextHolder.getContext()
-                .setAuthentication(
-                        new UsernamePasswordAuthenticationToken(
-                                principal, "n/a", principal.getAuthorities()));
-    }
-
-    @SuppressWarnings("unchecked")
-    private void stubOkResponse() throws Exception {
-        HttpResponse<String> response = (HttpResponse<String>) mock(HttpResponse.class);
-        when(response.statusCode()).thenReturn(200);
-        when(response.body()).thenReturn("{}");
-        when(httpClient.send(any(), any(HttpResponse.BodyHandler.class))).thenReturn(response);
-    }
-
-    private HttpRequest captureSentRequest() throws Exception {
-        ArgumentCaptor<HttpRequest> captor = ArgumentCaptor.forClass(HttpRequest.class);
-        verify(httpClient).send(captor.capture(), any(HttpResponse.BodyHandler.class));
-        return captor.getValue();
-    }
 }
@@ -38,8 +38,8 @@ import stirling.software.proprietary.security.database.repository.UserRepository
 import stirling.software.proprietary.security.model.User;
 import stirling.software.saas.ai.model.AiCreateSession;
 import stirling.software.saas.ai.repository.AiCreateSessionRepository;
+import stirling.software.saas.ai.service.AiCreateProxyService;
 import stirling.software.saas.ai.service.AiCreateSessionService;
-import stirling.software.saas.ai.service.AiProxyService;
 import stirling.software.saas.service.CreditService;
 import stirling.software.saas.service.TeamCreditService;
 import stirling.software.saas.util.AuthenticationUtils;
@@ -53,7 +53,7 @@ import stirling.software.saas.util.CreditHeaderUtils;
 public class AiCreateController {

    private final AiCreateSessionService sessionService;
-    private final AiProxyService proxyService;
+    private final AiCreateProxyService proxyService;
    private final ObjectMapper objectMapper = new ObjectMapper();
    private final CreditService creditService;
    private final TeamCreditService teamCreditService;
@@ -0,0 +1,145 @@
+package stirling.software.saas.ai.service;
+
+import java.io.IOException;
+import java.io.InputStream;
+import java.io.UncheckedIOException;
+import java.net.URI;
+import java.net.http.HttpClient;
+import java.net.http.HttpRequest;
+import java.net.http.HttpResponse;
+
+import org.springframework.beans.factory.annotation.Value;
+import org.springframework.context.annotation.Profile;
+import org.springframework.stereotype.Service;
+
+import jakarta.servlet.http.HttpServletRequest;
+
+import lombok.extern.slf4j.Slf4j;
+
+import stirling.software.proprietary.security.database.repository.UserRepository;
+import stirling.software.proprietary.security.service.UserService;
+
+@Service
+@Profile("saas")
+@Slf4j
+public class AiCreateProxyService {
+
+    private static final String DEFAULT_AI_BASE_URL = "http://localhost:5001";
+
+    private final String aiServiceBaseUrl;
+
+    private final HttpClient httpClient;
+    private final UserRepository userRepository;
+    private final UserService userService;
+
+    public AiCreateProxyService(
+            @Value("${app.ai.service-base-url:" + DEFAULT_AI_BASE_URL + "}")
+                    String aiServiceBaseUrl,
+            UserRepository userRepository,
+            UserService userService) {
+        this.aiServiceBaseUrl = aiServiceBaseUrl;
+        this.httpClient = HttpClient.newBuilder().build();
+        this.userRepository = userRepository;
+        this.userService = userService;
+    }
+
+    public HttpResponse<InputStream> forward(
+            String method, String path, HttpServletRequest request, boolean acceptEventStream)
+            throws IOException, InterruptedException {
+        String targetUrl = buildTargetUrl(path, request.getQueryString());
+        HttpRequest.Builder builder = HttpRequest.newBuilder(URI.create(targetUrl));
+
+        String contentType = request.getContentType();
+        if (contentType != null && !contentType.isBlank()) {
+            builder.header("Content-Type", contentType);
+        }
+
+        String authorization = request.getHeader("Authorization");
+        if (authorization != null && !authorization.isBlank()) {
+            builder.header("Authorization", authorization);
+        }
+
+        // Extract user API key from authenticated user and forward to AI backend
+        String apiKey = request.getHeader("X-API-KEY");
+        if (apiKey == null || apiKey.isBlank()) {
+            apiKey = extractUserApiKey();
+        }
+        if (apiKey != null && !apiKey.isBlank()) {
+            builder.header("X-API-KEY", apiKey);
+            log.debug("Forwarding X-API-KEY header to AI backend");
+        }
+
+        String accept = request.getHeader("Accept");
+        if (acceptEventStream) {
+            builder.header("Accept", "text/event-stream");
+        } else if (accept != null && !accept.isBlank()) {
+            builder.header("Accept", accept);
+        }
+
+        builder.method(method, buildBodyPublisher(method, request));
+        log.debug("Proxying AI create request {} {}", method, targetUrl);
+        return httpClient.send(builder.build(), HttpResponse.BodyHandlers.ofInputStream());
+    }
+
+    private String buildTargetUrl(String path, String queryString) {
+        String baseUrl = aiServiceBaseUrl;
+        if (baseUrl == null || baseUrl.isBlank()) {
+            baseUrl = DEFAULT_AI_BASE_URL;
+        }
+        baseUrl = baseUrl.trim();
+        if (baseUrl.endsWith("/")) {
+            baseUrl = baseUrl.substring(0, baseUrl.length() - 1);
+        }
+        if (!path.startsWith("/")) {
+            path = "/" + path;
+        }
+        String url = baseUrl + path;
+        if (queryString != null && !queryString.isBlank()) {
+            url += "?" + queryString;
+        }
+        return url;
+    }
+
+    private HttpRequest.BodyPublisher buildBodyPublisher(
+            String method, HttpServletRequest request) {
+        if ("GET".equalsIgnoreCase(method) || "DELETE".equalsIgnoreCase(method)) {
+            return HttpRequest.BodyPublishers.noBody();
+        }
+        return HttpRequest.BodyPublishers.ofInputStream(
+                () -> {
+                    try {
+                        return request.getInputStream();
+                    } catch (IOException exc) {
+                        throw new UncheckedIOException(exc);
+                    }
+                });
+    }
+
+    /**
+     * Extract the authenticated user's API key from the database. If the user doesn't have an API
+     * key, one will be created automatically.
+     *
+     * @return The user's API key, or null if not authenticated or key creation fails
+     */
+    private String extractUserApiKey() {
+        try {
+            // Use getCurrentUsername() which handles all auth types including anonymous users
+            String username = userService.getCurrentUsername();
+            if (username == null || username.isBlank()) {
+                log.debug("No authenticated user found for API key extraction");
+                return null;
+            }
+
+            // getApiKeyForUser will create a key if it doesn't exist
+            String apiKey = userService.getApiKeyForUser(username);
+            log.debug("Retrieved API key for user: {}", username);
+            return apiKey;
+        } catch (Exception e) {
+            log.error(
+                    "Failed to extract or create user API key for user: {}",
+                    userService.getCurrentUsername(),
+                    e);
+            return null;
+        }
+    }
+}
@@ -20,20 +20,9 @@ import jakarta.servlet.http.Part;

 import lombok.extern.slf4j.Slf4j;

-import stirling.software.common.model.ApplicationProperties;
 import stirling.software.proprietary.security.database.repository.UserRepository;
 import stirling.software.proprietary.security.service.UserService;

-/**
- * Proxies saas-side HTTP requests to the AI engine and enforces the auth-header contract:
- *
- * <ul>
- *   <li>Client-supplied {@code Authorization} and {@code X-API-KEY} are stripped; the server-
- *       resolved API key is stamped so callers cannot spoof identity downstream.
- *   <li>{@code X-Engine-Auth} is stamped when the cluster shared secret is configured.
- *   <li>{@code X-User-Id} is stamped for authenticated principals; omitted for anonymous.
- * </ul>
- */
@Service
@Profile("saas")
@Slf4j
@@ -41,29 +30,21 @@ public class AiProxyService {

    private static final String DEFAULT_AI_BASE_URL = "http://localhost:5001";

-    private static final String ENGINE_AUTH_HEADER = "X-Engine-Auth";
-    private static final String USER_ID_HEADER = "X-User-Id";
-    private static final String API_KEY_HEADER = "X-API-KEY";
-    private static final String AUTHORIZATION_HEADER = "Authorization";
-
    private final String aiServiceBaseUrl;

    private final HttpClient httpClient;
    private final UserRepository userRepository;
    private final UserService userService;
-    private final ApplicationProperties applicationProperties;

    public AiProxyService(
            @Value("${app.ai.service-base-url:" + DEFAULT_AI_BASE_URL + "}")
                    String aiServiceBaseUrl,
            UserRepository userRepository,
-            UserService userService,
-            ApplicationProperties applicationProperties) {
+            UserService userService) {
        this.aiServiceBaseUrl = aiServiceBaseUrl;
        this.httpClient = HttpClient.newBuilder().build();
        this.userRepository = userRepository;
        this.userService = userService;
-        this.applicationProperties = applicationProperties;
    }

    public HttpResponse<InputStream> forward(
@@ -74,6 +55,21 @@ public class AiProxyService {

        String contentType = request.getContentType();

+        String authorization = request.getHeader("Authorization");
+        if (authorization != null && !authorization.isBlank()) {
+            builder.header("Authorization", authorization);
+        }
+
+        // Extract user API key from authenticated user and forward to AI backend
+        String apiKey = request.getHeader("X-API-KEY");
+        if (apiKey == null || apiKey.isBlank()) {
+            apiKey = extractUserApiKey();
+        }
+        if (apiKey != null && !apiKey.isBlank()) {
+            builder.header("X-API-KEY", apiKey);
+            log.debug("Forwarding X-API-KEY header to AI backend");
+        }
+
        String accept = request.getHeader("Accept");
        if (acceptEventStream) {
            builder.header("Accept", "text/event-stream");
@@ -88,68 +84,10 @@ public class AiProxyService {
            builder.header("Content-Type", contentType);
        }
        builder.method(method, body.publisher);
-
-        // INVARIANT: stamp auth headers LAST. setHeader() overrides any previously-set value,
-        // including any caller-supplied Authorization / X-API-KEY that arrived via this proxy.
-        // Any .header(...) call AFTER this point would defeat the strip-on-output guarantee.
-        stampAuthHeaders(builder);
-
        log.debug("Proxying AI request {} {}", method, targetUrl);
        return httpClient.send(builder.build(), HttpResponse.BodyHandlers.ofInputStream());
    }

-    private void stampAuthHeaders(HttpRequest.Builder builder) {
-        // setHeader (not header) with empty string causes the JDK builder to omit the header
-        // entirely in the built request, dropping any caller-supplied value.
-        builder.setHeader(AUTHORIZATION_HEADER, "");
-
-        String apiKey = extractUserApiKey();
-        if (apiKey != null && !apiKey.isBlank()) {
-            builder.setHeader(API_KEY_HEADER, apiKey);
-            log.debug("Attaching server-resolved X-API-KEY for the engine call");
-        } else {
-            builder.setHeader(API_KEY_HEADER, "");
-        }
-
-        String engineSecret = resolveEngineSecret();
-        if (engineSecret != null && !engineSecret.isBlank()) {
-            builder.setHeader(ENGINE_AUTH_HEADER, engineSecret);
-        }
-
-        try {
-            String username = userService.getCurrentUsername();
-            if (username != null && !username.isBlank() && !"anonymousUser".equals(username)) {
-                builder.setHeader(USER_ID_HEADER, username);
-            }
-        } catch (RuntimeException ex) {
-            log.warn("Could not resolve current username for X-User-Id header", ex);
-        }
-    }
-
-    private String resolveEngineSecret() {
-        ApplicationProperties.Cluster cluster = applicationProperties.getCluster();
-        if (cluster == null || cluster.getEngine() == null) {
-            return "";
-        }
-        return cluster.getEngine().getSharedSecret();
-    }
-
-    private String extractUserApiKey() {
-        try {
-            String username = userService.getCurrentUsername();
-            if (username == null || username.isBlank()) {
-                log.debug("No authenticated user found for API key extraction");
-                return null;
-            }
-            String apiKey = userService.getApiKeyForUser(username);
-            log.debug("Retrieved API key for user: {}", username);
-            return apiKey;
-        } catch (Exception e) {
-            log.error("Failed to extract or create user API key", e);
-            return null;
-        }
-    }
-
    private String buildTargetUrl(String path, String queryString) {
        String baseUrl = aiServiceBaseUrl;
        if (baseUrl == null || baseUrl.isBlank()) {
@@ -238,6 +176,34 @@ public class AiProxyService {
        output.write("\r\n".getBytes(StandardCharsets.UTF_8));
    }

+    /**
+     * Extract the authenticated user's API key from the database. If the user doesn't have an API
+     * key, one will be created automatically.
+     *
+     * @return The user's API key, or null if not authenticated or key creation fails
+     */
+    private String extractUserApiKey() {
+        try {
+            // Use getCurrentUsername() which handles all auth types including anonymous users
+            String username = userService.getCurrentUsername();
+            if (username == null || username.isBlank()) {
+                log.debug("No authenticated user found for API key extraction");
+                return null;
+            }
+
+            // getApiKeyForUser will create a key if it doesn't exist
+            String apiKey = userService.getApiKeyForUser(username);
+            log.debug("Retrieved API key for user: {}", username);
+            return apiKey;
+        } catch (Exception e) {
+            log.error(
+                    "Failed to extract or create user API key for user: {}",
+                    userService.getCurrentUsername(),
+                    e);
+            return null;
+        }
+    }
+
    private static class BodyPublisherWithContentType {
        private final HttpRequest.BodyPublisher publisher;
        private final String contentType;
@@ -1,157 +0,0 @@
-package stirling.software.saas.ai.service;
-
-import static org.assertj.core.api.Assertions.assertThat;
-import static org.mockito.ArgumentMatchers.any;
-import static org.mockito.Mockito.lenient;
-import static org.mockito.Mockito.when;
-
-import java.io.ByteArrayInputStream;
-import java.io.InputStream;
-import java.net.http.HttpClient;
-import java.net.http.HttpRequest;
-import java.net.http.HttpResponse;
-import java.util.Optional;
-
-import org.junit.jupiter.api.BeforeEach;
-import org.junit.jupiter.api.Test;
-import org.junit.jupiter.api.extension.ExtendWith;
-import org.junit.jupiter.params.ParameterizedTest;
-import org.junit.jupiter.params.provider.ValueSource;
-import org.mockito.ArgumentCaptor;
-import org.mockito.Mock;
-import org.mockito.junit.jupiter.MockitoExtension;
-import org.springframework.mock.web.MockHttpServletRequest;
-import org.springframework.test.util.ReflectionTestUtils;
-
-import stirling.software.common.model.ApplicationProperties;
-import stirling.software.proprietary.security.database.repository.UserRepository;
-import stirling.software.proprietary.security.service.UserService;
-
-/** Verifies the auth-header strip-and-stamp contract on the saas AI proxy. */
-@ExtendWith(MockitoExtension.class)
-class AiProxyServiceTest {
-
-    private static final String ENGINE_URL = "http://engine.local:5001";
-    private static final String ENGINE_SECRET = "shared-engine-secret";
-    private static final String SERVER_API_KEY = "server-resolved-api-key";
-    private static final String CURRENT_USERNAME = "alice";
-
-    @Mock UserRepository userRepository;
-    @Mock UserService userService;
-    @Mock HttpClient httpClient;
-    @Mock HttpResponse<InputStream> mockResponse;
-
-    private ApplicationProperties applicationProperties;
-    private AiProxyService proxy;
-
-    @BeforeEach
-    void setUp() throws Exception {
-        applicationProperties = new ApplicationProperties();
-        applicationProperties.getCluster().getEngine().setSharedSecret(ENGINE_SECRET);
-
-        proxy = new AiProxyService(ENGINE_URL, userRepository, userService, applicationProperties);
-        // Replace the internally-constructed HttpClient with our mock so we can capture requests.
-        ReflectionTestUtils.setField(proxy, "httpClient", httpClient);
-
-        lenient().when(mockResponse.body()).thenReturn(new ByteArrayInputStream(new byte[0]));
-        lenient().when(mockResponse.statusCode()).thenReturn(200);
-        when(httpClient.send(any(HttpRequest.class), any(HttpResponse.BodyHandler.class)))
-                .thenReturn(mockResponse);
-    }
-
-    @ParameterizedTest
-    @ValueSource(strings = {"/api/v1/chat", "/api/create/sessions"})
-    void forward_dropsClientAuthorizationAndApiKeyHeaders(String path) throws Exception {
-        when(userService.getCurrentUsername()).thenReturn(CURRENT_USERNAME);
-        when(userService.getApiKeyForUser(CURRENT_USERNAME)).thenReturn(SERVER_API_KEY);
-
-        MockHttpServletRequest inbound = new MockHttpServletRequest("POST", path);
-        inbound.addHeader("Authorization", "Bearer client-supplied-bearer");
-        inbound.addHeader("X-API-KEY", "client-supplied-api-key");
-        inbound.setContentType("application/json");
-        inbound.setContent("{}".getBytes());
-
-        proxy.forward("POST", path, inbound, false);
-
-        HttpRequest outbound = captureOutboundRequest();
-
-        // setHeader with empty string causes the JDK builder to omit the header or send it empty.
-        assertThat(outbound.headers().firstValue("Authorization").orElse(""))
-                .as("client Authorization must never reach the engine")
-                .isEmpty();
-        assertThat(outbound.headers().allValues("Authorization"))
-                .as("client Authorization value must not be among the outbound values")
-                .doesNotContain("Bearer client-supplied-bearer");
-
-        Optional<String> apiKey = outbound.headers().firstValue("X-API-KEY");
-        assertThat(apiKey)
-                .as("X-API-KEY must be the server-resolved value, not the client-supplied one")
-                .contains(SERVER_API_KEY);
-        assertThat(apiKey.orElse(""))
-                .as("client-supplied X-API-KEY must not leak through")
-                .isNotEqualTo("client-supplied-api-key");
-        assertThat(outbound.headers().allValues("X-API-KEY"))
-                .as("client X-API-KEY must not be among the outbound values")
-                .doesNotContain("client-supplied-api-key");
-    }
-
-    @ParameterizedTest
-    @ValueSource(strings = {"/api/v1/chat", "/api/create/sessions"})
-    void forward_stampsEngineAuthAndUserIdHeaders(String path) throws Exception {
-        when(userService.getCurrentUsername()).thenReturn(CURRENT_USERNAME);
-        when(userService.getApiKeyForUser(CURRENT_USERNAME)).thenReturn(SERVER_API_KEY);
-
-        MockHttpServletRequest inbound = new MockHttpServletRequest("POST", path);
-        inbound.setContentType("application/json");
-        inbound.setContent("{}".getBytes());
-
-        proxy.forward("POST", path, inbound, false);
-
-        HttpRequest outbound = captureOutboundRequest();
-
-        assertThat(outbound.headers().firstValue("X-Engine-Auth"))
-                .as("engine shared secret must be stamped on outbound requests")
-                .contains(ENGINE_SECRET);
-        assertThat(outbound.headers().firstValue("X-User-Id"))
-                .as("authenticated username must be stamped on outbound requests")
-                .contains(CURRENT_USERNAME);
-    }
-
-    @Test
-    void forward_omitsEngineAuthWhenSecretBlank() throws Exception {
-        applicationProperties.getCluster().getEngine().setSharedSecret("");
-        when(userService.getCurrentUsername()).thenReturn(CURRENT_USERNAME);
-        when(userService.getApiKeyForUser(CURRENT_USERNAME)).thenReturn(SERVER_API_KEY);
-
-        MockHttpServletRequest inbound = new MockHttpServletRequest("GET", "/api/v1/health");
-
-        proxy.forward("GET", "/api/v1/health", inbound, false);
-
-        HttpRequest outbound = captureOutboundRequest();
-        assertThat(outbound.headers().firstValue("X-Engine-Auth"))
-                .as("blank engine secret must not produce a header")
-                .isEmpty();
-    }
-
-    @Test
-    void forward_omitsUserIdForAnonymousPrincipal() throws Exception {
-        when(userService.getCurrentUsername()).thenReturn("anonymousUser");
-
-        MockHttpServletRequest inbound =
-                new MockHttpServletRequest("GET", "/api/create/sessions/abc");
-
-        proxy.forward("GET", "/api/create/sessions/abc", inbound, false);
-
-        HttpRequest outbound = captureOutboundRequest();
-        assertThat(outbound.headers().firstValue("X-User-Id"))
-                .as("anonymous principal must not produce an X-User-Id header")
-                .isEmpty();
-    }
-
-    private HttpRequest captureOutboundRequest() throws Exception {
-        ArgumentCaptor<HttpRequest> captor = ArgumentCaptor.forClass(HttpRequest.class);
-        org.mockito.Mockito.verify(httpClient)
-                .send(captor.capture(), any(HttpResponse.BodyHandler.class));
-        return captor.getValue();
-    }
-}
@@ -1,9 +1,9 @@
 from __future__ import annotations

-import logging
 from contextlib import asynccontextmanager
+from typing import Annotated

-from fastapi import FastAPI
+from fastapi import Depends, FastAPI
 from pydantic_ai import Agent
 from pydantic_ai.models.instrumented import InstrumentationSettings

@@ -16,7 +16,7 @@ from stirling.agents import (
 )
 from stirling.agents.ledger import MathAuditorAgent
 from stirling.agents.pdf_comment import PdfCommentAgent
-from stirling.api.middleware import EngineAuthMiddleware, UserIdMiddleware
+from stirling.api.middleware import UserIdMiddleware
 from stirling.api.routes import (
    agent_draft_router,
    document_router,
@@ -63,21 +63,7 @@ async def lifespan(fast_api: FastAPI):


 app = FastAPI(title="Stirling AI Engine", lifespan=lifespan, version="0.1.0")
-
-try:
-    _engine_shared_secret = load_settings().engine_shared_secret or ""
-except (AttributeError, KeyError) as cfg_err:
-    raise RuntimeError(
-        "engine_shared_secret missing from settings; ensure STIRLING_ENGINE_SHARED_SECRET "
-        "is declared in the env (blank value is allowed for dev mode)."
-    ) from cfg_err
-if not _engine_shared_secret:
-    logging.getLogger(__name__).warning(
-        "STIRLING_ENGINE_SHARED_SECRET is blank - running in dev (open) mode."
-    )
-
 app.add_middleware(UserIdMiddleware)
-app.add_middleware(EngineAuthMiddleware, expected_secret=_engine_shared_secret)
 app.include_router(orchestrator_router)
 app.include_router(pdf_edit_router)
 app.include_router(pdf_question_router)
@@ -89,5 +75,9 @@ app.include_router(pdf_comments_router)


@app.get("/health", response_model=HealthResponse)
-async def healthcheck() -> HealthResponse:
-    return HealthResponse(status="ok")
+async def healthcheck(settings: Annotated[AppSettings, Depends(load_settings)]) -> HealthResponse:
+    return HealthResponse(
+        status="ok",
+        smart_model=settings.smart_model_name,
+        fast_model=settings.fast_model_name,
+    )
@@ -1,20 +1,16 @@
 from __future__ import annotations

-import hmac
-
 from starlette.middleware.base import BaseHTTPMiddleware, RequestResponseEndpoint
 from starlette.requests import Request
-from starlette.responses import JSONResponse, Response
+from starlette.responses import Response

 from stirling.services.tracking import current_user_id

 _USER_ID_HEADER = "X-User-Id"
-_ENGINE_AUTH_HEADER = "X-Engine-Auth"
-_HEALTH_PATHS = {"/health", "/healthz", "/readyz"}


 class UserIdMiddleware(BaseHTTPMiddleware):
-    """Set X-User-Id (stamped by the trusted Java proxy) as request context."""
+    """Extract X-User-Id header and set it as the current user for PostHog tracking."""

    async def dispatch(self, request: Request, call_next: RequestResponseEndpoint) -> Response:
        user_id = request.headers.get(_USER_ID_HEADER)
@@ -25,21 +21,3 @@ class UserIdMiddleware(BaseHTTPMiddleware):
            finally:
                current_user_id.reset(token)
        return await call_next(request)
-
-
-class EngineAuthMiddleware(BaseHTTPMiddleware):
-    """Validate shared-secret header. Blank secret = dev mode (open); health probes exempt."""
-
-    def __init__(self, app, expected_secret: str) -> None:
-        super().__init__(app)
-        self._expected_secret = expected_secret or ""
-        # Precompute the bytes form once so per-request work is just the constant-time compare.
-        self._expected_secret_bytes = self._expected_secret.encode("utf-8")
-
-    async def dispatch(self, request: Request, call_next: RequestResponseEndpoint) -> Response:
-        if request.url.path in _HEALTH_PATHS or not self._expected_secret:
-            return await call_next(request)
-        presented = request.headers.get(_ENGINE_AUTH_HEADER, "")
-        if not hmac.compare_digest(presented.encode("utf-8"), self._expected_secret_bytes):
-            return JSONResponse({"detail": "engine authentication failed"}, status_code=401)
-        return await call_next(request)
@@ -98,9 +98,6 @@ class AppSettings(BaseSettings):
    posthog_api_key: str = Field(validation_alias="STIRLING_POSTHOG_API_KEY")
    posthog_host: str = Field(validation_alias="STIRLING_POSTHOG_HOST")

-    # Engine shared-secret for cluster deployments. Blank = dev mode (open).
-    engine_shared_secret: str = Field(default="", validation_alias="STIRLING_ENGINE_SHARED_SECRET")
-

 def _configure_logging(level_name: str, log_file: str, http_debug: bool) -> None:
    """Configure the ``stirling`` logger hierarchy."""
@@ -5,3 +5,5 @@ from stirling.models import ApiModel

 class HealthResponse(ApiModel):
    status: str
+    smart_model: str
+    fast_model: str
@@ -1,59 +0,0 @@
-"""Tests for EngineAuthMiddleware - shared-secret gating and health probe exemption."""
-from __future__ import annotations
-
-from fastapi import FastAPI
-from fastapi.testclient import TestClient
-
-from stirling.api.middleware import EngineAuthMiddleware
-
-
-def _app(expected_secret: str) -> FastAPI:
-    app = FastAPI()
-    app.add_middleware(EngineAuthMiddleware, expected_secret=expected_secret)
-
-    @app.get("/health")
-    async def health():
-        return {"status": "ok"}
-
-    @app.get("/v1/agent")
-    async def agent():
-        return {"ok": True}
-
-    return app
-
-
-def test_correct_secret_allows_request():
-    client = TestClient(_app("s3cret"))
-    res = client.get("/v1/agent", headers={"X-Engine-Auth": "s3cret"})
-    assert res.status_code == 200
-    assert res.json() == {"ok": True}
-
-
-def test_missing_header_rejected_with_401():
-    client = TestClient(_app("s3cret"))
-    res = client.get("/v1/agent")
-    assert res.status_code == 401
-
-
-def test_wrong_header_rejected_with_401():
-    client = TestClient(_app("s3cret"))
-    res = client.get("/v1/agent", headers={"X-Engine-Auth": "wrong"})
-    assert res.status_code == 401
-
-
-def test_blank_secret_dev_mode_allows_unauthenticated():
-    client = TestClient(_app(""))
-    res = client.get("/v1/agent")
-    assert res.status_code == 200
-
-
-def test_health_endpoint_exempt_from_auth():
-    client = TestClient(_app("s3cret"))
-    res = client.get("/health")
-    assert res.status_code == 200
-
-
-def test_health_endpoint_exempt_in_dev_mode():
-    client = TestClient(_app(""))
-    res = client.get("/health")
-    assert res.status_code == 200
@@ -1,50 +0,0 @@
-"""Tests for UserIdMiddleware - X-User-Id propagates as context.
-
-X-Tenant-Id is deliberately NOT accepted from the wire: the Java proxy does not stamp
-one and a client-supplied tenant id would be spoofable. If/when tenant scoping arrives
-it must be derived from the server-side security context, not from request headers.
-"""
-from __future__ import annotations
-
-from fastapi import FastAPI, Request
-from fastapi.testclient import TestClient
-
-from stirling.api.middleware import UserIdMiddleware
-from stirling.services.tracking import current_user_id
-
-
-def _app() -> FastAPI:
-    app = FastAPI()
-    app.add_middleware(UserIdMiddleware)
-
-    @app.get("/me")
-    async def me(request: Request):
-        return {
-            "user_id": current_user_id.get(),
-            "tenant_id": getattr(request.state, "tenant_id", None),
-        }
-
-    return app
-
-
-def test_user_id_header_is_propagated():
-    client = TestClient(_app())
-    res = client.get("/me", headers={"X-User-Id": "alice"})
-    assert res.status_code == 200
-    assert res.json()["user_id"] == "alice"
-
-
-def test_tenant_id_header_is_ignored():
-    client = TestClient(_app())
-    res = client.get("/me", headers={"X-User-Id": "alice", "X-Tenant-Id": "acme"})
-    assert res.status_code == 200
-    body = res.json()
-    assert body["user_id"] == "alice"
-    assert body["tenant_id"] is None
-
-
-def test_missing_user_id_returns_no_user_in_context():
-    client = TestClient(_app())
-    res = client.get("/me")
-    assert res.status_code == 200
-    assert res.json()["user_id"] in ("", None)
@@ -2672,6 +2672,47 @@ title = "Change Permissions"
 [changePermissions.tooltip.warning]
 text = "To make these permissions unchangeable, use the Add Password tool to set an owner password."

+[agents]
+section_title = "Agents"
+fullscreen_title = "Stirling Agents"
+stirling_name = "Stirling"
+stirling_full_name = "Stirling General Agent"
+stirling_tooltip = "Stirling agent"
+stirling_description = "Your general-purpose PDF assistant"
+stirling_long_description = "General purpose PDF assistant that can run tools, create PDFs and extract insights from your documents."
+back_to_tools = "Back to tools"
+coming_soon = "Coming soon"
+view_all = "View all agents"
+show_less = "Show less"
+start_chat = "Start chatting"
+
+[chat.header]
+settings = "Agent settings"
+agentMenu = "Stirling agent options"
+clearChat = "Clear chat"
+
+[chat.input]
+placeholder = "What do you want to do?"
+send = "Send message"
+attach = "Attach files"
+
+[chat.quickActions]
+heading = "Get started"
+openFromComputer = "Open from computer"
+browseYourFiles = "Browse your files"
+rotateOne = "Rotate this document"
+rotateMany = "Rotate these documents"
+compressOne = "Compress this document"
+compressMany = "Compress these documents"
+mergeMany = "Merge these {{count}} documents into 1"
+splitOne = "Split this document"
+convertOne = "Convert this document to PDF"
+convertMany = "Convert these documents to PDF"
+fileSummary_one = "1 file in workbench ({{types}})"
+fileSummary_other = "{{count}} files in workbench ({{types}})"
+moreFiles = "+{{count}} more"
+removeFile = "Remove {{name}}"
+
 [chat.progress]
 analyzing = "Analysing your request..."
 calling_engine = "AI is thinking..."
@@ -6864,6 +6905,7 @@ theme = "Theme"
 themeDark = "Dark"
 themeDescription = "Switch between light and dark mode"
 themeLight = "Light"
+themeMidnight = "Midnight"
 title = "General"
 user = "User"

@@ -7910,6 +7952,11 @@ expand = "Expand panel"
 placeholder = "Choose a tool to get started"
 premiumFeature = "Premium feature:"
 search = "Search tools"
+toolsHeader = "Tools"
+viewAllTools = "View all tools"
+backToDefault = "Back"
+backToAllTools = "Back to all tools"
+goBack = "Go back"

 [toolPanel.fullscreen]
 comingSoon = "Coming soon:"
@@ -0,0 +1,217 @@
+#!/usr/bin/env node
+
+/**
+ * Finds and optionally removes unused CSS custom properties from theme.css.
+ *
+ * Usage:
+ *   node scripts/clean-unused-theme-vars.js           # dry run: report only
+ *   node scripts/clean-unused-theme-vars.js --check   # CI mode: exit 1 if any unused
+ *   node scripts/clean-unused-theme-vars.js --remove  # remove unused declarations
+ *   node scripts/clean-unused-theme-vars.js --verbose # show all usage counts
+ */
+
+const fs = require("fs");
+const path = require("path");
+
+const REMOVE = process.argv.includes("--remove");
+const CHECK = process.argv.includes("--check");
+const VERBOSE =
+  process.argv.includes("--verbose") || process.argv.includes("-v");
+
+const EDITOR_ROOT = path.join(__dirname, "..");
+const THEME_CSS_PATH = path.join(EDITOR_ROOT, "src/core/styles/theme.css");
+
+const SCAN_EXTENSIONS = new Set([
+  ".ts",
+  ".tsx",
+  ".css",
+  ".js",
+  ".jsx",
+  ".mts",
+  ".mjs",
+]);
+
+const SKIP_DIRS = new Set([
+  "node_modules",
+  "dist",
+  ".git",
+  "target",
+  "coverage",
+  ".turbo",
+]);
+
+// ─── Parse declarations ───────────────────────────────────────────────────────
+
+function parseDeclarations(content) {
+  const lines = content.split("\n");
+  // Map from varName -> array of 0-based line indices where it is declared
+  const declarations = new Map();
+
+  for (let i = 0; i < lines.length; i++) {
+    const match = lines[i].match(/^\s*(--[\w-]+)\s*:/);
+    if (match) {
+      const name = match[1];
+      if (!declarations.has(name)) declarations.set(name, []);
+      declarations.get(name).push(i);
+    }
+  }
+
+  return declarations;
+}
+
+// ─── Scan for usages ─────────────────────────────────────────────────────────
+
+const VAR_USAGE_RE = /var\((--[\w-]+)/g;
+
+function collectUsagesInFile(filePath, used) {
+  let content;
+  try {
+    content = fs.readFileSync(filePath, "utf8");
+  } catch {
+    return;
+  }
+
+  VAR_USAGE_RE.lastIndex = 0;
+  let match;
+  while ((match = VAR_USAGE_RE.exec(content)) !== null) {
+    used.add(match[1]);
+  }
+}
+
+function scanDir(dir, used) {
+  let entries;
+  try {
+    entries = fs.readdirSync(dir, { withFileTypes: true });
+  } catch {
+    return;
+  }
+
+  for (const entry of entries) {
+    if (entry.name.startsWith(".") || SKIP_DIRS.has(entry.name)) continue;
+
+    const fullPath = path.join(dir, entry.name);
+    if (entry.isDirectory()) {
+      scanDir(fullPath, used);
+    } else if (SCAN_EXTENSIONS.has(path.extname(entry.name))) {
+      collectUsagesInFile(fullPath, used);
+    }
+  }
+}
+
+// ─── Remove unused declarations ───────────────────────────────────────────────
+
+function removeDeclarations(content, unusedNames) {
+  const lines = content.split("\n");
+  const filtered = [];
+  let skipping = false;
+
+  for (const line of lines) {
+    if (skipping) {
+      // Still consuming a multi-line value — stop when we hit the terminating semicolon
+      if (line.includes(";")) skipping = false;
+      continue;
+    }
+
+    const match = line.match(/^\s*(--[\w-]+)\s*:/);
+    if (match && unusedNames.has(match[1])) {
+      // If the value doesn't end on this line, skip subsequent lines too
+      if (!line.includes(";")) skipping = true;
+      continue;
+    }
+
+    filtered.push(line);
+  }
+
+  // Collapse runs of 3+ blank lines down to 2 (avoids gaps from removed blocks)
+  const collapsed = [];
+  let blankRun = 0;
+  for (const line of filtered) {
+    if (line.trim() === "") {
+      blankRun++;
+      if (blankRun <= 2) collapsed.push(line);
+    } else {
+      blankRun = 0;
+      collapsed.push(line);
+    }
+  }
+
+  return collapsed.join("\n");
+}
+
+// ─── Main ─────────────────────────────────────────────────────────────────────
+
+function main() {
+  if (!fs.existsSync(THEME_CSS_PATH)) {
+    console.error("theme.css not found at:", THEME_CSS_PATH);
+    process.exit(1);
+  }
+
+  const themeCss = fs.readFileSync(THEME_CSS_PATH, "utf8");
+  const declarations = parseDeclarations(themeCss);
+
+  console.log(`Found ${declarations.size} declared CSS variables in theme.css`);
+  console.log("Scanning source files for usages...");
+
+  const used = new Set();
+  scanDir(EDITOR_ROOT, used);
+
+  const unused = new Set();
+  for (const name of declarations.keys()) {
+    if (!used.has(name)) unused.add(name);
+  }
+
+  if (VERBOSE) {
+    const allNames = [...declarations.keys()].sort();
+    for (const name of allNames) {
+      const status = used.has(name) ? "used  " : "UNUSED";
+      console.log(`  ${status}  ${name}`);
+    }
+    console.log();
+  }
+
+  if (unused.size === 0) {
+    console.log("No unused CSS variables found.");
+    return;
+  }
+
+  const sortedUnused = [...unused].sort();
+  console.log(`\nUnused variables (${unused.size}):`);
+  for (const name of sortedUnused) {
+    const lineNums = declarations
+      .get(name)
+      .map((i) => i + 1)
+      .join(", ");
+    console.log(
+      `  ${name}  (line${declarations.get(name).length > 1 ? "s" : ""} ${lineNums})`,
+    );
+  }
+
+  if (CHECK) {
+    console.error(
+      "\ntheme.css has unused CSS variables. Run the following to fix:",
+    );
+    console.error("\n  task frontend:theme:clean-unused-vars REMOVE=true\n");
+    process.exit(1);
+  }
+
+  if (!REMOVE) {
+    console.log(
+      "\nDry run — no changes written. Re-run with --remove to delete unused declarations.",
+    );
+    return;
+  }
+
+  const updated = removeDeclarations(themeCss, unused);
+  fs.writeFileSync(THEME_CSS_PATH, updated, "utf8");
+
+  // Count declarations removed
+  const declsRemoved = [...unused].reduce(
+    (sum, name) => sum + declarations.get(name).length,
+    0,
+  );
+  console.log(
+    `\nRemoved ${declsRemoved} declaration${declsRemoved !== 1 ? "s" : ""} (${unused.size} unique variable${unused.size !== 1 ? "s" : ""}) from theme.css`,
+  );
+}
+
+main();
@@ -0,0 +1,53 @@
+/**
+ * Core stubs for the right-rail Agents UI.
+ *
+ * The real implementations live in {@code proprietary/components/agents/AgentsPanel.tsx}
+ * and shadow these stubs via the {@code @app/*} alias cascade when the proprietary
+ * build is active. Core builds render nothing, so the right rail collapses to the
+ * tool list unchanged.
+ */
+
+/** Whether the right rail should reserve space for agents UI. False in core. */
+export function useAgentsEnabled(): boolean {
+  return false;
+}
+
+/**
+ * Whether the agent chat overlay is currently open. Core builds have no chat,
+ * so this always returns false. Proprietary builds bridge to the ChatContext.
+ * Used by {@code RightSidebar} so the fullscreen tool picker can yield to the
+ * chat overlay just like it yields to a selected tool.
+ */
+export function useAgentChatOpen(): boolean {
+  return false;
+}
+
+/** Inline "Agents" section rendered above the tool list in {@code ToolPicker}. */
+export function AgentsSection() {
+  return null;
+}
+
+/**
+ * Icon-only agent button rendered in the collapsed (minimised) right rail.
+ * Returns null in core; proprietary renders the Stirling agent shortcut.
+ */
+export function AgentsCollapsedButton(_props: { onExpand: () => void }) {
+  return null;
+}
+
+/**
+ * Full-rail chat overlay rendered inside {@code ToolPanel}. Covers the panel
+ * (including the search bar) when an agent conversation is active.
+ */
+export function AgentsChatOverlay() {
+  return null;
+}
+
+/**
+ * Agents card rendered inside the fullscreen tool picker. Matches the visual
+ * language of the fullscreen category cards (gradient border, title, items).
+ * Returns null in core; proprietary renders the Stirling agent.
+ */
+export function AgentsFullscreenSection() {
+  return null;
+}
@@ -75,7 +75,7 @@
  box-shadow: var(--shadow-md);
  overflow: hidden;
  position: relative;
-  background: var(--bg-surface);
+  background: white;
  transition:
    box-shadow 0.15s ease,
    transform 0.2s ease;
@@ -1,4 +1,4 @@
-import { createContext, useContext, ReactNode } from "react";
+import { createContext, useContext, ReactNode, useEffect } from "react";
 import { MantineProvider } from "@mantine/core";
 import { useRainbowTheme } from "@app/hooks/useRainbowTheme";
 import { mantineTheme } from "@app/theme/mantineTheme";
@@ -36,9 +36,20 @@ interface RainbowThemeProviderProps {
 export function RainbowThemeProvider({ children }: RainbowThemeProviderProps) {
  const rainbowTheme = useRainbowTheme();

-  // Determine the Mantine color scheme
+  // Determine the Mantine color scheme (midnight and rainbow both use Mantine dark)
  const mantineColorScheme =
-    rainbowTheme.themeMode === "rainbow" ? "dark" : rainbowTheme.themeMode;
+    rainbowTheme.themeMode === "rainbow" ||
+    rainbowTheme.themeMode === "midnight"
+      ? "dark"
+      : rainbowTheme.themeMode;
+
+  // Apply data-color-scheme attribute to html element for CSS midnight overrides
+  useEffect(() => {
+    document.documentElement.setAttribute(
+      "data-color-scheme",
+      rainbowTheme.themeMode,
+    );
+  }, [rainbowTheme.themeMode]);

  return (
    <RainbowThemeContext.Provider value={rainbowTheme}>
@@ -49,7 +49,7 @@ const GeneralSection: React.FC<GeneralSectionProps> = ({
  const { t } = useTranslation();
  const { preferences, updatePreference } = usePreferences();
  const { config } = useAppConfig();
-  const { toggleTheme, themeMode } = useRainbowThemeContext();
+  const { themeMode } = useRainbowThemeContext();
  const [fileLimitInput, setFileLimitInput] = useState<number | string>(
    preferences.autoUnzipFileLimit,
  );
@@ -380,10 +380,10 @@ const GeneralSection: React.FC<GeneralSectionProps> = ({
              </Text>
            </div>
            <SegmentedControl
-              value={themeMode === "rainbow" ? "dark" : themeMode}
-              onChange={(val) => {
-                if ((themeMode === "dark") !== (val === "dark")) toggleTheme();
-              }}
+              value={themeMode === "rainbow" ? "dark" : (themeMode as string)}
+              onChange={(val) =>
+                updatePreference("theme", val as "light" | "dark" | "midnight")
+              }
              data={[
                {
                  label: t("settings.general.themeLight", "Light"),
@@ -393,6 +393,10 @@ const GeneralSection: React.FC<GeneralSectionProps> = ({
                  label: t("settings.general.themeDark", "Dark"),
                  value: "dark",
                },
+                {
+                  label: t("settings.general.themeMidnight", "Midnight"),
+                  value: "midnight",
+                },
              ]}
            />
          </div>
@@ -0,0 +1,102 @@
+import { useEffect, useMemo } from "react";
+import { useToolWorkflow } from "@app/contexts/ToolWorkflowContext";
+import { useIsMobile } from "@app/hooks/useIsMobile";
+import { usePreferences } from "@app/contexts/PreferencesContext";
+import { useWorkbenchBar } from "@app/contexts/WorkbenchBarContext";
+import {
+  AgentsFullscreenSection,
+  useAgentChatOpen,
+  useAgentsEnabled,
+} from "@app/components/agents/AgentsPanel";
+import FullscreenToolSurface from "@app/components/tools/FullscreenToolSurface";
+import { ToolId } from "@app/types/toolId";
+import type { ToolPanelGeometry } from "@app/hooks/tools/useToolPanelGeometry";
+
+/** Derives whether the fullscreen tool picker is currently expanded. */
+export function useIsFullscreenExpanded(): boolean {
+  const { toolPanelMode, leftPanelView, readerMode } = useToolWorkflow();
+  const isMobile = useIsMobile();
+  const agentChatOpen = useAgentChatOpen();
+  return (
+    toolPanelMode === "fullscreen" &&
+    leftPanelView === "toolPicker" &&
+    !isMobile &&
+    !readerMode &&
+    !agentChatOpen
+  );
+}
+
+interface FullscreenToolPanelProps {
+  geometry: ToolPanelGeometry | null;
+}
+
+/**
+ * Self-contained fullscreen tool picker. Renders null when inactive, and takes
+ * over the right rail (via FullscreenToolSurface) when fullscreen mode is on.
+ * Geometry is computed by the parent (RightSidebar) so its useLayoutEffect runs
+ * after the ref div is committed, ensuring toolPanelRef.current is always set.
+ */
+export function FullscreenToolPanel({ geometry }: FullscreenToolPanelProps) {
+  const {
+    toolPanelMode,
+    setToolPanelMode,
+    leftPanelView,
+    readerMode,
+    searchQuery,
+    setSearchQuery,
+    filteredTools,
+    toolRegistry,
+    selectedToolKey,
+    handleToolSelect,
+  } = useToolWorkflow();
+  const isMobile = useIsMobile();
+  const agentsEnabled = useAgentsEnabled();
+  const agentChatOpen = useAgentChatOpen();
+  const { setAllButtonsDisabled } = useWorkbenchBar();
+  const { preferences, updatePreference } = usePreferences();
+
+  const fullscreenExpanded =
+    toolPanelMode === "fullscreen" &&
+    leftPanelView === "toolPicker" &&
+    !isMobile &&
+    !readerMode &&
+    !agentChatOpen;
+
+  useEffect(() => {
+    setAllButtonsDisabled(fullscreenExpanded);
+  }, [fullscreenExpanded, setAllButtonsDisabled]);
+
+  const matchedTextMap = useMemo(() => {
+    const map = new Map<string, string>();
+    filteredTools.forEach(({ item: [id], matchedText }) => {
+      if (matchedText) map.set(id, matchedText);
+    });
+    return map;
+  }, [filteredTools]);
+
+  if (!fullscreenExpanded) return null;
+
+  return (
+    <FullscreenToolSurface
+      searchQuery={searchQuery}
+      toolRegistry={toolRegistry}
+      filteredTools={filteredTools}
+      selectedToolKey={selectedToolKey}
+      showDescriptions={preferences.showLegacyToolDescriptions}
+      matchedTextMap={matchedTextMap}
+      onSearchChange={setSearchQuery}
+      onSelect={(id: ToolId) => handleToolSelect(id)}
+      onToggleDescriptions={() =>
+        updatePreference(
+          "showLegacyToolDescriptions",
+          !preferences.showLegacyToolDescriptions,
+        )
+      }
+      onExitFullscreenMode={() => setToolPanelMode("sidebar")}
+      geometry={geometry}
+      agentsSlot={
+        agentsEnabled && !searchQuery ? <AgentsFullscreenSection /> : null
+      }
+    />
+  );
+}
@@ -1,4 +1,5 @@
 import { useRef } from "react";
+import { createPortal } from "react-dom";
 import { ScrollArea, Switch } from "@mantine/core";
 import { useTranslation } from "react-i18next";
 import ToolSearch from "@app/components/tools/toolPicker/ToolSearch";
@@ -6,8 +7,6 @@ import FullscreenToolList from "@app/components/tools/FullscreenToolList";
 import { ToolRegistryEntry } from "@app/data/toolsTaxonomy";
 import { ToolId } from "@app/types/toolId";
 import { useFocusTrap } from "@app/hooks/useFocusTrap";
-import { LogoIcon } from "@app/components/shared/LogoIcon";
-import { Wordmark } from "@app/components/shared/Wordmark";
 import "@app/components/tools/ToolPanel.css";
 import { ToolPanelGeometry } from "@app/hooks/tools/useToolPanelGeometry";

@@ -26,6 +25,8 @@ interface FullscreenToolSurfaceProps {
  onToggleDescriptions: () => void;
  onExitFullscreenMode: () => void;
  geometry: ToolPanelGeometry | null;
+  /** Optional agents block rendered above the tool list. */
+  agentsSlot?: React.ReactNode;
 }

 const FullscreenToolSurface = ({
@@ -40,6 +41,7 @@ const FullscreenToolSurface = ({
  onToggleDescriptions,
  onExitFullscreenMode: _onExitFullscreenMode,
  geometry,
+  agentsSlot,
 }: FullscreenToolSurfaceProps) => {
  const { t } = useTranslation();
  const surfaceRef = useRef<HTMLDivElement>(null);
@@ -47,18 +49,16 @@ const FullscreenToolSurface = ({
  // Enable focus trap when surface is active
  useFocusTrap(surfaceRef, true);

-  const brandAltText = t("home.mobile.brandAlt", "Stirling PDF logo");
+  if (!geometry) return null;

-  const style = geometry
-    ? {
-        left: `${geometry.left}px`,
-        top: `${geometry.top}px`,
-        width: `${geometry.width}px`,
-        height: `${geometry.height}px`,
-      }
-    : undefined;
+  const style = {
+    left: `${geometry.left}px`,
+    top: `${geometry.top}px`,
+    width: `${geometry.width}px`,
+    height: `${geometry.height}px`,
+  };

-  return (
+  const surface = (
    <div
      className="tool-panel__fullscreen-surface"
      style={style}
@@ -70,16 +70,6 @@ const FullscreenToolSurface = ({
      data-tour="tool-panel"
    >
      <div ref={surfaceRef} className="tool-panel__fullscreen-surface-inner">
-        <header className="tool-panel__fullscreen-header">
-          <div className="tool-panel__fullscreen-brand">
-            <LogoIcon className="tool-panel__fullscreen-brand-icon" />
-            <Wordmark
-              alt={brandAltText}
-              className="tool-panel__fullscreen-brand-text"
-            />
-          </div>
-        </header>
-
        <div className="tool-panel__fullscreen-controls">
          <ToolSearch
            value={searchQuery}
@@ -102,6 +92,9 @@ const FullscreenToolSurface = ({
            className="tool-panel__fullscreen-scroll"
            offsetScrollbars
          >
+            {agentsSlot && (
+              <div className="tool-panel__fullscreen-agents">{agentsSlot}</div>
+            )}
            <FullscreenToolList
              filteredTools={filteredTools}
              searchQuery={searchQuery}
@@ -115,6 +108,9 @@ const FullscreenToolSurface = ({
      </div>
    </div>
  );
+
+  if (typeof document === "undefined") return surface;
+  return createPortal(surface, document.body);
 };

 export default FullscreenToolSurface;
@@ -0,0 +1,333 @@
+import { useMemo, useState } from "react";
+import { ActionIcon } from "@mantine/core";
+import { useTranslation } from "react-i18next";
+import { useRainbowThemeContext } from "@app/components/shared/RainbowThemeProvider";
+import { useToolWorkflow } from "@app/contexts/ToolWorkflowContext";
+import { useSidebarContext } from "@app/contexts/SidebarContext";
+import rainbowStyles from "@app/styles/rainbow.module.css";
+import { useIsMobile } from "@app/hooks/useIsMobile";
+import ToolPanel from "@app/components/tools/ToolPanel";
+import ToolSearch from "@app/components/tools/toolPicker/ToolSearch";
+import {
+  AgentsChatOverlay,
+  AgentsCollapsedButton,
+  AgentsSection,
+  useAgentsEnabled,
+} from "@app/components/agents/AgentsPanel";
+import { useFavoriteToolItems } from "@app/hooks/tools/useFavoriteToolItems";
+import { useToolSections } from "@app/hooks/useToolSections";
+import type { SubcategoryGroup } from "@app/hooks/useToolSections";
+import { ToolIcon } from "@app/components/shared/ToolIcon";
+import { Tooltip as AppTooltip } from "@app/components/shared/Tooltip";
+import { withViewTransition } from "@app/utils/viewTransition";
+import ChevronLeftIcon from "@mui/icons-material/ChevronLeft";
+import ChevronRightIcon from "@mui/icons-material/ChevronRight";
+import CloseIcon from "@mui/icons-material/Close";
+import { ToolId } from "@app/types/toolId";
+import type { ToolRegistryEntry } from "@app/data/toolsTaxonomy";
+import {
+  FullscreenToolPanel,
+  useIsFullscreenExpanded,
+} from "@app/components/tools/FullscreenToolPanel";
+import { useToolPanelGeometry } from "@app/hooks/tools/useToolPanelGeometry";
+import "@app/components/tools/ToolPanel.css";
+
+/**
+ * Right-side rail wrapping the tool panel.
+ *
+ * Owns the rail-level concerns: collapse/expand chrome, the AGENTS top label,
+ * the collapsed strip (agent button + favourite/recommended icon shortcuts),
+ * and the agents chat overlay. Fullscreen takeover lives in FullscreenToolPanel.
+ */
+export default function RightSidebar() {
+  const { t } = useTranslation();
+  const { isRainbowMode } = useRainbowThemeContext();
+  const { sidebarRefs } = useSidebarContext();
+  const { toolPanelRef, quickAccessRef } = sidebarRefs;
+  const isMobile = useIsMobile();
+
+  const {
+    leftPanelView,
+    isPanelVisible,
+    searchQuery,
+    filteredTools,
+    toolRegistry,
+    setSearchQuery,
+    selectedToolKey,
+    handleToolSelect,
+    handleBackToTools,
+    setLeftPanelView,
+    setReaderMode,
+    setSidebarsVisible,
+    sidebarsVisible,
+    readerMode,
+    favoriteTools,
+  } = useToolWorkflow();
+
+  const agentsEnabled = useAgentsEnabled();
+  const fullscreenExpanded = useIsFullscreenExpanded();
+  const fullscreenGeometry = useToolPanelGeometry({
+    enabled: fullscreenExpanded,
+    toolPanelRef,
+    quickAccessRef,
+  });
+
+  const handleExpand = () => {
+    withViewTransition(() => {
+      if (readerMode) setReaderMode(false);
+      if (leftPanelView === "hidden") setLeftPanelView("toolPicker");
+      if (!sidebarsVisible) setSidebarsVisible(true);
+    });
+  };
+
+  const handleCollapse = () => {
+    withViewTransition(() => setLeftPanelView("hidden"));
+  };
+
+  const [allToolsView, setAllToolsView] = useState(false);
+
+  const handleShowAllTools = () => {
+    withViewTransition(() => setAllToolsView(true));
+  };
+
+  const handleBackToDefault = () => {
+    withViewTransition(() => {
+      setAllToolsView(false);
+      setSearchQuery("");
+    });
+  };
+
+  // The header shows [back] [search] when we have somewhere to go back to —
+  // i.e. the user is in a specific tool, or already in the all-tools/search view.
+  const inToolView = leftPanelView !== "toolPicker";
+  // Show X (close) button only when there's somewhere to go back to.
+  const showCloseButton = inToolView || allToolsView;
+  // Show search input whenever there's a close button, or when agents are off and
+  // we're in the default tool-picker view (search filters the full list inline).
+  const showHeaderSearch =
+    showCloseButton || (!agentsEnabled && leftPanelView === "toolPicker");
+
+  const handleHeaderBack = () => {
+    if (inToolView) {
+      withViewTransition(() => handleBackToTools());
+    } else {
+      handleBackToDefault();
+    }
+  };
+
+  const handleToolSelectWithTransition = (id: ToolId) => {
+    withViewTransition(() => handleToolSelect(id));
+  };
+
+  // Typing in the header search while inside a tool exits the tool and lifts the
+  // panel into the all-tools view so the user immediately sees search results.
+  const handleHeaderSearchChange = (value: string) => {
+    if (inToolView) {
+      withViewTransition(() => {
+        handleBackToTools();
+        setAllToolsView(true);
+        setSearchQuery(value);
+      });
+      return;
+    }
+    setSearchQuery(value);
+  };
+
+  const activeTool: ToolRegistryEntry | null =
+    inToolView && selectedToolKey
+      ? (toolRegistry[selectedToolKey as ToolId] ?? null)
+      : null;
+
+  // Agents header + section is hidden when:
+  //  - the AI engine is off, or
+  //  - the user is in the all-tools view, or
+  //  - a specific tool is being rendered (leftPanelView ≠ "toolPicker").
+  const showAgents =
+    agentsEnabled && !allToolsView && leftPanelView === "toolPicker";
+
+  const computedWidth = () => {
+    if (isMobile) return "100%";
+    if (!isPanelVisible) return "3.5rem";
+    return "18.5rem";
+  };
+
+  // Collapsed rail: show favourites + recommended tools as icons.
+  const favoriteToolItems = useFavoriteToolItems(favoriteTools, toolRegistry);
+  const { sections: collapsedSections } = useToolSections(filteredTools);
+  const collapsedQuickSection = useMemo(
+    () => collapsedSections.find((s) => s.key === "quick"),
+    [collapsedSections],
+  );
+  const collapsedRecommendedItems = useMemo(() => {
+    if (!collapsedQuickSection) return [];
+    const items: Array<{ id: ToolId; tool: ToolRegistryEntry }> = [];
+    collapsedQuickSection.subcategories.forEach((sc: SubcategoryGroup) =>
+      sc.tools.forEach((entry) =>
+        items.push({ id: entry.id as ToolId, tool: entry.tool }),
+      ),
+    );
+    return items;
+  }, [collapsedQuickSection]);
+  const collapsedRailItems = useMemo(() => {
+    const map = new Map<ToolId, ToolRegistryEntry>();
+    favoriteToolItems.forEach(({ id, tool }) => map.set(id, tool));
+    collapsedRecommendedItems.forEach(({ id, tool }) => {
+      if (!map.has(id)) map.set(id, tool);
+    });
+    return Array.from(map, ([id, tool]) => ({ id, tool }));
+  }, [favoriteToolItems, collapsedRecommendedItems]);
+
+  return (
+    <div
+      ref={toolPanelRef}
+      data-sidebar="tool-panel"
+      data-tour={fullscreenExpanded ? undefined : "tool-panel"}
+      className={`tool-panel flex flex-col ${fullscreenExpanded ? "tool-panel--fullscreen-active" : "overflow-hidden"} bg-[var(--bg-toolbar)] border-l border-[var(--border-subtle)] transition-all duration-300 ease-out ${
+        isRainbowMode ? rainbowStyles.rainbowPaper : ""
+      } ${isMobile ? "h-full border-r-0" : "h-screen"} ${fullscreenExpanded ? "tool-panel--fullscreen" : ""}`}
+      style={{
+        width: computedWidth(),
+        padding: "0",
+      }}
+    >
+      {!fullscreenExpanded && !isPanelVisible && !isMobile && (
+        <div className="tool-panel__collapsed-strip">
+          <div className="tool-panel__collapsed-top">
+            <ActionIcon
+              variant="outline"
+              color="gray.4"
+              radius="xl"
+              size="md"
+              className="tool-panel__expand-btn"
+              onClick={handleExpand}
+              aria-label={t("toolPanel.expand", "Expand panel")}
+            >
+              <ChevronLeftIcon sx={{ fontSize: "1.1rem" }} />
+            </ActionIcon>
+            <AgentsCollapsedButton onExpand={handleExpand} />
+          </div>
+          <div className="tool-panel__collapsed-divider" />
+          <div className="tool-panel__collapsed-tools">
+            {collapsedRailItems.map(({ id, tool }) => (
+              <AppTooltip
+                key={id}
+                content={tool.name}
+                position="left"
+                arrow
+                delay={300}
+              >
+                <button
+                  type="button"
+                  className="tool-panel__collapsed-tool-btn"
+                  data-selected={selectedToolKey === id}
+                  onClick={() => {
+                    handleExpand();
+                    handleToolSelectWithTransition(id);
+                  }}
+                  aria-label={tool.name}
+                >
+                  <ToolIcon icon={tool.icon} marginRight="0" />
+                </button>
+              </AppTooltip>
+            ))}
+          </div>
+        </div>
+      )}
+
+      {!fullscreenExpanded && isPanelVisible && (
+        <div
+          /* Fixed width matches the expanded panel width so the inner content is
+             laid out at its final size from the moment it mounts. The outer
+             .tool-panel clips it (overflow-hidden) while it animates from the
+             collapsed 3.5rem width — text/icons stay put and just come into view
+             instead of jiggling as space becomes available. */
+          style={{
+            opacity: 1,
+            transition: "opacity 0.3s cubic-bezier(0.25, 0.46, 0.45, 0.94)",
+            height: "100%",
+            width: isMobile ? "100%" : "18.5rem",
+            flexShrink: 0,
+            display: "flex",
+            flexDirection: "column",
+          }}
+        >
+          <div className="tool-panel__compact-header">
+            {activeTool ? (
+              <div
+                className="tool-panel__active-tool-pill"
+                aria-label={activeTool.name}
+              >
+                <span className="tool-panel__active-tool-pill-icon">
+                  <ToolIcon
+                    icon={activeTool.icon}
+                    marginRight="0"
+                    color="var(--mantine-color-blue-filled)"
+                  />
+                </span>
+                <span className="tool-panel__active-tool-pill-label">
+                  {activeTool.name}
+                </span>
+              </div>
+            ) : showHeaderSearch ? (
+              <div className="tool-panel__compact-header-search">
+                <ToolSearch
+                  value={searchQuery}
+                  onChange={handleHeaderSearchChange}
+                  toolRegistry={toolRegistry}
+                  mode="filter"
+                  autoFocus={allToolsView && !inToolView}
+                />
+              </div>
+            ) : (
+              showAgents && (
+                <span className="tool-panel__section-label">
+                  {t("agents.section_title", "Agents")}
+                </span>
+              )
+            )}
+            {showCloseButton ? (
+              <ActionIcon
+                variant="subtle"
+                color="gray"
+                radius="xl"
+                size="md"
+                onClick={handleHeaderBack}
+                aria-label={
+                  inToolView
+                    ? t("toolPanel.backToAllTools", "Back to all tools")
+                    : t("toolPanel.goBack", "Go back")
+                }
+                className="tool-panel__expand-btn"
+              >
+                <CloseIcon sx={{ fontSize: "1.1rem" }} />
+              </ActionIcon>
+            ) : (
+              <ActionIcon
+                variant="outline"
+                radius="xl"
+                size="md"
+                onClick={handleCollapse}
+                aria-label={t("toolPanel.collapse", "Collapse panel")}
+                className="tool-panel__expand-btn"
+              >
+                <ChevronRightIcon sx={{ fontSize: "1.1rem" }} />
+              </ActionIcon>
+            )}
+          </div>
+
+          {showAgents && <AgentsSection />}
+
+          <ToolPanel
+            allToolsView={allToolsView}
+            onShowAllTools={handleShowAllTools}
+            onToolSelect={handleToolSelectWithTransition}
+            compact={agentsEnabled && !allToolsView}
+          />
+          <AgentsChatOverlay />
+        </div>
+      )}
+
+      <FullscreenToolPanel geometry={fullscreenGeometry} />
+    </div>
+  );
+}
@@ -129,17 +129,70 @@
  transition:
    width 0.3s ease,
    max-width 0.3s ease;
+  view-transition-name: tool-rail;
 }

 .tool-panel__collapsed-strip {
  display: flex;
  flex-direction: column;
-  align-items: center;
-  justify-content: flex-start;
+  align-items: stretch;
  padding-top: 10px;
-  gap: 8px;
  height: 100%;
  width: 100%;
+  min-height: 0;
+}
+
+.tool-panel__collapsed-top {
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  gap: 8px;
+  padding: 0 0 10px;
+}
+
+.tool-panel__collapsed-divider {
+  height: 1px;
+  background: var(--border-subtle);
+  margin: 0 0.5rem 8px;
+}
+
+.tool-panel__collapsed-tools {
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  gap: 4px;
+  padding: 0 0 12px;
+  overflow-y: auto;
+  overflow-x: hidden;
+  flex: 1 1 auto;
+  min-height: 0;
+}
+
+.tool-panel__collapsed-tool-btn {
+  display: inline-flex;
+  align-items: center;
+  justify-content: center;
+  width: 2.25rem;
+  height: 2.25rem;
+  border: 1px solid transparent;
+  border-radius: 0.5rem;
+  background: transparent;
+  color: var(--tools-text-and-icon-color);
+  cursor: pointer;
+  transition:
+    background 120ms ease-out,
+    border-color 120ms ease-out;
+  padding: 0;
+  flex-shrink: 0;
+}
+
+.tool-panel__collapsed-tool-btn:hover {
+  background: var(--mantine-color-default-hover);
+}
+
+.tool-panel__collapsed-tool-btn[data-selected="true"] {
+  background: var(--mantine-color-default-hover);
+  border-color: var(--mantine-color-default-border);
 }

 .tool-panel__expand-btn {
@@ -174,6 +227,11 @@
  flex-shrink: 0;
 }

+.tool-panel__back-bar {
+  flex-shrink: 0;
+  border-bottom: 1px solid var(--border-subtle) !important;
+}
+
 .tool-panel--fullscreen-active {
  overflow: visible !important;
 }
@@ -191,6 +249,133 @@
  flex: 1 1 auto;
 }

+.tool-panel__compact-header {
+  display: flex;
+  align-items: center;
+  gap: 0.5rem;
+  min-height: 52px;
+  padding: 0.5rem 0.75rem;
+  box-sizing: border-box;
+}
+
+.tool-panel__compact-header .tool-panel__expand-btn {
+  margin-left: auto;
+}
+
+.tool-panel__compact-header-search {
+  flex: 1 1 auto;
+  min-width: 0;
+}
+
+.tool-panel__compact-header-search .search-input-container {
+  width: 100%;
+}
+
+.tool-panel__active-tool-pill {
+  display: inline-flex;
+  align-items: center;
+  gap: 0.5rem;
+  flex: 1 1 auto;
+  min-width: 0;
+  padding: 0.35rem 0.75rem 0.35rem 0.4rem;
+  border: 1px solid var(--border-subtle);
+  border-radius: 9999px;
+  background: var(--mantine-color-body);
+}
+
+.tool-panel__active-tool-pill-icon {
+  display: inline-flex;
+  align-items: center;
+  justify-content: center;
+  width: 1.75rem;
+  height: 1.75rem;
+  border-radius: 9999px;
+  background: var(--mantine-color-blue-light);
+  color: var(--mantine-color-blue-filled);
+  flex-shrink: 0;
+}
+
+[data-mantine-color-scheme="dark"] .tool-panel__active-tool-pill {
+  background: transparent;
+  border-color: var(--border-subtle);
+}
+
+[data-mantine-color-scheme="dark"] .tool-panel__active-tool-pill-icon {
+  background: color-mix(
+    in srgb,
+    var(--mantine-color-blue-filled) 18%,
+    transparent
+  );
+  color: var(--mantine-color-blue-3, var(--mantine-color-blue-filled));
+}
+
+/* The inner .tool-button-icon wrapper carries its own transform/margin; reset
+   them so the icon glyph sits dead-centre in the circular background. */
+.tool-panel__active-tool-pill-icon .tool-button-icon {
+  margin: 0 !important;
+  transform: none !important;
+  display: inline-flex;
+  align-items: center;
+  justify-content: center;
+  line-height: 1;
+}
+
+.tool-panel__active-tool-pill-icon svg {
+  font-size: 1rem;
+  width: 1rem;
+  height: 1rem;
+}
+
+.tool-panel__active-tool-pill-label {
+  font-size: 0.9rem;
+  font-weight: 600;
+  flex: 1;
+  min-width: 0;
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  color: var(--text-primary);
+}
+
+::view-transition-old(tool-rail) {
+  animation: vt-rail-fade-out 180ms ease-out forwards;
+}
+
+::view-transition-new(tool-rail) {
+  animation: vt-rail-fade-in 220ms ease-in forwards;
+}
+
+@keyframes vt-rail-fade-out {
+  to {
+    opacity: 0;
+  }
+}
+
+@keyframes vt-rail-fade-in {
+  from {
+    opacity: 0;
+  }
+  to {
+    opacity: 1;
+  }
+}
+
+@media (prefers-reduced-motion: reduce) {
+  ::view-transition-old(tool-rail),
+  ::view-transition-new(tool-rail) {
+    animation-duration: 1ms !important;
+  }
+}
+
+.tool-panel__section-label {
+  font-size: 0.7rem;
+  font-weight: 600;
+  text-transform: uppercase;
+  letter-spacing: 0.06em;
+  color: var(--text-muted);
+  line-height: 1;
+}
+
 .tool-panel__mode-toggle {
  transition: transform 0.2s ease;
 }
@@ -652,6 +837,33 @@
  gap: 0.75rem;
 }

+/* Agents card lives in its own column above the tool grid. It uses the same
+   .tool-panel__fullscreen-group base styles but with a colourful gradient
+   border so it stands out as a distinct surface (and doesn't blend into the
+   neighbouring category cards). */
+.tool-panel__fullscreen-agents {
+  padding: 1.5rem 1.75rem 0;
+}
+
+.tool-panel__fullscreen-group--agents {
+  position: relative;
+  background:
+    linear-gradient(var(--fullscreen-bg-group), var(--fullscreen-bg-group))
+      padding-box,
+    linear-gradient(
+        135deg,
+        var(--mantine-color-blue-6) 0%,
+        var(--mantine-color-violet-6) 45%,
+        var(--mantine-color-pink-6) 100%
+      )
+      border-box;
+  border: 1.5px solid transparent;
+}
+
+.tool-panel__fullscreen-section-icon--agents {
+  color: var(--mantine-color-blue-6);
+}
+
@keyframes tool-panel-fullscreen-slide-in {
  from {
    transform: translateX(6%) scaleX(0.85);
@@ -1,303 +1,85 @@
-import { useCallback, useEffect, useMemo, useRef, useState } from "react";
-import { useRainbowThemeContext } from "@app/components/shared/RainbowThemeProvider";
-import {
-  useToolWorkflow,
-  useToolWorkflowActions,
-} from "@app/contexts/ToolWorkflowContext";
-import { usePreferences } from "@app/contexts/PreferencesContext";
+import { ScrollArea } from "@mantine/core";
+import { useTranslation } from "react-i18next";
+import { useToolWorkflow } from "@app/contexts/ToolWorkflowContext";
 import ToolPicker from "@app/components/tools/ToolPicker";
 import SearchResults from "@app/components/tools/SearchResults";
 import ToolRenderer from "@app/components/tools/ToolRenderer";
-import ToolSearch from "@app/components/tools/toolPicker/ToolSearch";
-import { useSidebarContext } from "@app/contexts/SidebarContext";
-import rainbowStyles from "@app/styles/rainbow.module.css";
-import { ActionIcon, Button, ScrollArea } from "@mantine/core";
-import { ToolId } from "@app/types/toolId";
-import { useIsMobile } from "@app/hooks/useIsMobile";
-import { useTranslation } from "react-i18next";
-import FullscreenToolSurface from "@app/components/tools/FullscreenToolSurface";
 import { ToolPanelViewerBar } from "@app/components/tools/ToolPanelViewerBar";
-import { useToolPanelGeometry } from "@app/hooks/tools/useToolPanelGeometry";
-import { useWorkbenchBar } from "@app/contexts/WorkbenchBarContext";
-import ChevronLeftIcon from "@mui/icons-material/ChevronLeft";
-import ChevronRightIcon from "@mui/icons-material/ChevronRight";
-import ArrowBackIcon from "@mui/icons-material/ArrowBack";
-import SearchIcon from "@mui/icons-material/Search";
-import "@app/components/tools/ToolPanel.css";
+import { ToolId } from "@app/types/toolId";

-// No props needed - component uses context
+interface ToolPanelProps {
+  /** Whether to expand into the full categorised tools view (with search). */
+  allToolsView: boolean;
+  /** Trigger to enter the all-tools view (from the "View all tools" button). */
+  onShowAllTools: () => void;
+  /**
+   * Tool-selection handler injected by {@code RightSidebar} so the click can
+   * be wrapped in a View Transition (the tool card morphs into the header
+   * pill). Falls back to the workflow context's handler when not provided.
+   */
+  onToolSelect?: (id: ToolId) => void;
+  /** Whether to render the compact (favourites + recommended only) view. */
+  compact?: boolean;
+}

-export default function ToolPanel() {
+/** Tool list and renderer for the right rail; rail chrome lives in RightSidebar. */
+export default function ToolPanel({
+  allToolsView,
+  onShowAllTools,
+  onToolSelect,
+  compact: compactProp,
+}: ToolPanelProps) {
  const { t } = useTranslation();
-  const { isRainbowMode } = useRainbowThemeContext();
-  const { sidebarRefs } = useSidebarContext();
-  const { toolPanelRef, quickAccessRef } = sidebarRefs;
-  const isMobile = useIsMobile();
-
  const {
    leftPanelView,
-    isPanelVisible,
    searchQuery,
    filteredTools,
-    toolRegistry,
-    setSearchQuery,
    selectedToolKey,
-    toolPanelMode,
-    sidebarsVisible,
-    readerMode,
-  } = useToolWorkflow();
-  const {
    handleToolSelect,
-    handleBackToTools,
    setPreviewFile,
-    setToolPanelMode,
-    setLeftPanelView,
-    setReaderMode,
-    setSidebarsVisible,
-  } = useToolWorkflowActions();
-
-  const { setAllButtonsDisabled } = useWorkbenchBar();
-  const { preferences, updatePreference } = usePreferences();
-
-  const isFullscreenMode = toolPanelMode === "fullscreen";
-  const toolPickerVisible = !readerMode;
-  const fullscreenExpanded =
-    isFullscreenMode &&
-    leftPanelView === "toolPicker" &&
-    !isMobile &&
-    toolPickerVisible;
-
-  // Disable workbench bar buttons when fullscreen mode is active
-  useEffect(() => {
-    setAllButtonsDisabled(fullscreenExpanded);
-  }, [fullscreenExpanded, setAllButtonsDisabled]);
-
-  const fullscreenGeometry = useToolPanelGeometry({
-    enabled: fullscreenExpanded,
-    toolPanelRef,
-    quickAccessRef,
-  });
-
-  const handleExpand = () => {
-    if (readerMode) setReaderMode(false);
-    if (leftPanelView === "hidden") setLeftPanelView("toolPicker");
-    if (!sidebarsVisible) setSidebarsVisible(true);
-  };
-
-  const handleCollapse = () => {
-    setLeftPanelView("hidden");
-  };
-
-  const [focusSearch, setFocusSearch] = useState(false);
-  const focusSearchOnNextOpen = useRef(false);
-
-  const handleExpandAndSearch = () => {
-    focusSearchOnNextOpen.current = true;
-    handleExpand();
-  };
-
-  // Once the panel becomes visible, consume the focus-search request
-  useEffect(() => {
-    if (isPanelVisible && focusSearchOnNextOpen.current) {
-      focusSearchOnNextOpen.current = false;
-      setFocusSearch(true);
-      // Reset after one render so autoFocus doesn't re-fire on subsequent renders
-      const id = setTimeout(() => setFocusSearch(false), 100);
-      return () => clearTimeout(id);
-    }
-  }, [isPanelVisible]);
-
-  const computedWidth = () => {
-    if (isMobile) {
-      return "100%";
-    }
-
-    if (!isPanelVisible) {
-      return "3.5rem";
-    }
-
-    return "18.5rem";
-  };
-
-  const handleSelect = useCallback(
-    (id: string) => handleToolSelect(id as ToolId),
-    [handleToolSelect],
-  );
-
-  const matchedTextMap = useMemo(() => {
-    const map = new Map<string, string>();
-    filteredTools.forEach(({ item: [id], matchedText }) => {
-      if (matchedText) {
-        map.set(id, matchedText);
-      }
-    });
-    return map;
-  }, [filteredTools]);
+  } = useToolWorkflow();
+  const selectTool = onToolSelect ?? handleToolSelect;

  return (
-    <div
-      ref={toolPanelRef}
-      data-sidebar="tool-panel"
-      data-tour={fullscreenExpanded ? undefined : "tool-panel"}
-      className={`tool-panel flex flex-col ${fullscreenExpanded ? "tool-panel--fullscreen-active" : "overflow-hidden"} bg-[var(--bg-toolbar)] border-l border-[var(--border-subtle)] transition-all duration-300 ease-out ${
-        isRainbowMode ? rainbowStyles.rainbowPaper : ""
-      } ${isMobile ? "h-full border-r-0" : "h-screen"} ${fullscreenExpanded ? "tool-panel--fullscreen" : ""}`}
-      style={{
-        width: computedWidth(),
-        padding: "0",
-      }}
-    >
-      {!fullscreenExpanded && !isPanelVisible && !isMobile && (
-        <div className="tool-panel__collapsed-strip">
-          <ActionIcon
-            variant="outline"
-            color="gray.4"
-            radius="xl"
-            size="md"
-            className="tool-panel__expand-btn"
-            onClick={handleExpand}
-            aria-label={t("toolPanel.expand", "Expand panel")}
-          >
-            <ChevronLeftIcon sx={{ fontSize: "1.1rem" }} />
-          </ActionIcon>
-          <ActionIcon
-            variant="subtle"
-            color="gray"
-            radius="md"
-            size="md"
-            className="tool-panel__collapsed-search-btn"
-            onClick={handleExpandAndSearch}
-            aria-label={t("toolPanel.search", "Search tools")}
-            style={{ marginTop: "8px" }}
-          >
-            <SearchIcon sx={{ fontSize: "1.25rem" }} />
-          </ActionIcon>
+    <>
+      {/* Viewer mode tools — annotate, redact, form fill */}
+      <ToolPanelViewerBar />
+
+      {allToolsView && searchQuery.trim().length > 0 ? (
+        <div className="flex-1 flex flex-col overflow-y-auto">
+          <SearchResults
+            filteredTools={filteredTools}
+            onSelect={(id) => selectTool(id as ToolId)}
+            searchQuery={searchQuery}
+          />
        </div>
-      )}
-
-      {!fullscreenExpanded && isPanelVisible && (
-        <div
-          style={{
-            opacity: 1,
-            transition: "opacity 0.3s cubic-bezier(0.25, 0.46, 0.45, 0.94)",
-            height: "100%",
-            display: "flex",
-            flexDirection: "column",
-          }}
-        >
-          {/* Viewer mode tools — annotate, redact, form fill */}
-          <ToolPanelViewerBar />
-
-          <div
-            className="tool-panel__search-row"
-            style={{
-              backgroundColor: "transparent",
-              borderBottom: "1px solid var(--border-subtle)",
-            }}
-          >
-            <ToolSearch
-              value={searchQuery}
-              onChange={setSearchQuery}
-              toolRegistry={toolRegistry}
-              mode="filter"
-              autoFocus={focusSearch}
-            />
-            <ActionIcon
-              variant="outline"
-              radius="xl"
-              size="md"
-              onClick={handleCollapse}
-              aria-label={t("toolPanel.collapse", "Collapse panel")}
-              className="tool-panel__expand-btn"
-              style={{ flexShrink: 0 }}
-            >
-              <ChevronRightIcon sx={{ fontSize: "1.1rem" }} />
-            </ActionIcon>
-          </div>
-
-          {searchQuery.trim().length > 0 ? (
-            <div className="flex-1 flex flex-col overflow-y-auto">
-              <SearchResults
-                filteredTools={filteredTools}
-                onSelect={handleSelect}
-                searchQuery={searchQuery}
-              />
-            </div>
-          ) : leftPanelView === "toolPicker" ? (
-            <div className="flex-1 flex flex-col overflow-auto">
-              <ToolPicker
+      ) : leftPanelView === "toolPicker" ? (
+        <div className="flex-1 flex flex-col overflow-auto">
+          <ToolPicker
+            selectedToolKey={selectedToolKey}
+            onSelect={(id) => selectTool(id as ToolId)}
+            filteredTools={filteredTools}
+            isSearching={Boolean(searchQuery && searchQuery.trim().length > 0)}
+            compact={compactProp ?? !allToolsView}
+            onShowAllTools={onShowAllTools}
+          />
+        </div>
+      ) : (
+        <div className="flex-1 min-h-0 overflow-hidden">
+          <ScrollArea h="100%">
+            {selectedToolKey ? (
+              <ToolRenderer
                selectedToolKey={selectedToolKey}
-                onSelect={handleSelect}
-                filteredTools={filteredTools}
-                isSearching={Boolean(
-                  searchQuery && searchQuery.trim().length > 0,
-                )}
+                onPreviewFile={setPreviewFile}
              />
-            </div>
-          ) : (
-            <div className="flex-1 flex flex-col overflow-hidden">
-              <div
-                style={{
-                  borderBottom: "1px solid var(--border-subtle)",
-                  flexShrink: 0,
-                }}
-              >
-                <Button
-                  variant="light"
-                  color="blue"
-                  size="sm"
-                  fullWidth
-                  radius={0}
-                  leftSection={<ArrowBackIcon sx={{ fontSize: "0.9rem" }} />}
-                  onClick={handleBackToTools}
-                  aria-label={t("toolPanel.backToTools", "Back to tools")}
-                  styles={{ root: { justifyContent: "flex-start" } }}
-                >
-                  {t("toolPanel.backToTools", "Back to tools")}
-                </Button>
+            ) : (
+              <div className="tool-panel__placeholder">
+                {t("toolPanel.placeholder", "Choose a tool to get started")}
              </div>
-              <div className="flex-1 min-h-0 overflow-hidden">
-                <ScrollArea h="100%">
-                  {selectedToolKey ? (
-                    <ToolRenderer
-                      selectedToolKey={selectedToolKey}
-                      onPreviewFile={setPreviewFile}
-                    />
-                  ) : (
-                    <div className="tool-panel__placeholder">
-                      {t(
-                        "toolPanel.placeholder",
-                        "Choose a tool to get started",
-                      )}
-                    </div>
-                  )}
-                </ScrollArea>
-              </div>
-            </div>
-          )}
+            )}
+          </ScrollArea>
        </div>
      )}
-
-      {fullscreenExpanded && (
-        <FullscreenToolSurface
-          searchQuery={searchQuery}
-          toolRegistry={toolRegistry}
-          filteredTools={filteredTools}
-          selectedToolKey={selectedToolKey}
-          showDescriptions={preferences.showLegacyToolDescriptions}
-          matchedTextMap={matchedTextMap}
-          onSearchChange={setSearchQuery}
-          onSelect={(id: ToolId) => handleToolSelect(id)}
-          onToggleDescriptions={() =>
-            updatePreference(
-              "showLegacyToolDescriptions",
-              !preferences.showLegacyToolDescriptions,
-            )
-          }
-          onExitFullscreenMode={() => setToolPanelMode("sidebar")}
-          geometry={fullscreenGeometry}
-        />
-      )}
-    </div>
+    </>
  );
 }
@@ -1,5 +1,5 @@
-import React, { memo, useMemo, useRef } from "react";
-import { Box, Stack } from "@mantine/core";
+import React, { useMemo, useRef } from "react";
+import { Box, Button, Stack } from "@mantine/core";
 import { useTranslation } from "react-i18next";
 import { ToolRegistryEntry } from "@app/data/toolsTaxonomy";
 import "@app/components/tools/toolPicker/ToolPicker.css";
@@ -22,6 +22,10 @@ interface ToolPickerProps {
    matchedText?: string;
  }>;
  isSearching?: boolean;
+  /** Compact "resting" view: favourites + recommended only, with a button to expand. */
+  compact?: boolean;
+  /** Called when the user clicks "View all tools" in compact mode. */
+  onShowAllTools?: () => void;
 }

 const EMPTY_FILTERED_TOOLS: ToolPickerProps["filteredTools"] = [];
@@ -57,6 +61,8 @@ const ToolPicker = ({
  onSelect,
  filteredTools,
  isSearching = false,
+  compact = false,
+  onShowAllTools,
 }: ToolPickerProps) => {
  const { t } = useTranslation();

@@ -118,9 +124,60 @@ const ToolPicker = ({
              )
            )}
          </Stack>
+        ) : compact ? (
+          /* Resting state: flat list of pinned + recommended only. */
+          <Box className="tool-picker__compact">
+            <div style={HEADER_TEXT_STYLE}>
+              {t("toolPanel.toolsHeader", "Tools")}
+            </div>
+            {favoriteToolItems.length === 0 && recommendedItems.length === 0 ? (
+              <NoToolsFound />
+            ) : (
+              <div className="tool-picker__compact-list">
+                {favoriteToolItems.map(({ id, tool }) => (
+                  <ToolButton
+                    key={`fav-${id}`}
+                    id={id}
+                    tool={tool}
+                    isSelected={selectedToolKey === id}
+                    onSelect={onSelect}
+                    hasStars
+                    showDescription
+                  />
+                ))}
+                {recommendedItems
+                  .filter(
+                    ({ id }) => !favoriteToolItems.some((fav) => fav.id === id),
+                  )
+                  .map(({ id, tool }) => (
+                    <ToolButton
+                      key={`rec-${id}`}
+                      id={id as ToolId}
+                      tool={tool}
+                      isSelected={selectedToolKey === id}
+                      onSelect={onSelect}
+                      hasStars
+                      showDescription
+                    />
+                  ))}
+              </div>
+            )}
+            {onShowAllTools && (
+              <Button
+                variant="subtle"
+                size="sm"
+                fullWidth
+                onClick={onShowAllTools}
+                className="tool-picker__view-all"
+                aria-label={t("toolPanel.viewAllTools", "View all tools")}
+              >
+                {t("toolPanel.viewAllTools", "View all tools")}
+              </Button>
+            )}
+          </Box>
        ) : (
          <>
-            {/* Flat list: favorites and recommended first, then all subcategories */}
+            {/* All-tools view: favourites + recommended + all subcategories. */}
            <Stack p="sm" gap="xs">
              {favoriteToolItems.length > 0 && (
                <Box w="100%">
@@ -182,7 +239,6 @@ const ToolPicker = ({

            {!quickSection && !allSection && <NoToolsFound />}

-            {/* bottom spacer to allow scrolling past the last row */}
            <div aria-hidden style={{ height: 200 }} />
          </>
        )}
@@ -192,4 +248,4 @@ const ToolPicker = ({
  );
 };

-export default memo(ToolPicker);
+export default ToolPicker;
@@ -32,6 +32,7 @@ interface ToolButtonProps {
  disableNavigation?: boolean;
  matchedSynonym?: string;
  hasStars?: boolean;
+  showDescription?: boolean;
  /** Called when an unavailable tool is clicked; if provided, overrides the default no-op */
  onUnavailableClick?: () => void;
 }
@@ -44,6 +45,7 @@ const ToolButton: React.FC<ToolButtonProps> = ({
  disableNavigation = false,
  matchedSynonym,
  hasStars = false,
+  showDescription = false,
  onUnavailableClick,
 }) => {
  const { t } = useTranslation();
@@ -183,6 +185,14 @@ const ToolButton: React.FC<ToolButtonProps> = ({
          )}
          {usesCloud && !visuallyUnavailable && <CloudBadge />}
        </div>
+        {showDescription && tool.description && (
+          <span
+            className="tool-button__description"
+            style={{ opacity: visuallyUnavailable ? 0.25 : 1 }}
+          >
+            {tool.description}
+          </span>
+        )}
        {matchedSynonym && (
          <span
            style={{
@@ -205,8 +215,8 @@ const ToolButton: React.FC<ToolButtonProps> = ({
    handleUnlessSpecialClick(e, () => handleClick(id));
  };

-  const selectedStyles = isSelected
-    ? { backgroundColor: "#EAEAEA", color: "var(--tools-text-and-icon-color)" }
+  const selectedBg = isSelected
+    ? { backgroundColor: "var(--tool-button-selected-bg)" }
    : {};

  const buttonElement = navProps ? (
@@ -227,7 +237,7 @@ const ToolButton: React.FC<ToolButtonProps> = ({
          borderRadius: 0,
          color: "var(--tools-text-and-icon-color)",
          overflow: "visible",
-          ...selectedStyles,
+          ...selectedBg,
        },
        label: { overflow: "visible" },
      }}
@@ -254,7 +264,7 @@ const ToolButton: React.FC<ToolButtonProps> = ({
          borderRadius: 0,
          color: "var(--tools-text-and-icon-color)",
          overflow: "visible",
-          ...selectedStyles,
+          ...selectedBg,
        },
        label: { overflow: "visible" },
      }}
@@ -279,7 +289,6 @@ const ToolButton: React.FC<ToolButtonProps> = ({
          color: "var(--tools-text-and-icon-color)",
          cursor: visuallyUnavailable ? "not-allowed" : undefined,
          overflow: "visible",
-          ...selectedStyles,
        },
        label: { overflow: "visible" },
      }}
@@ -55,6 +55,15 @@
  flex: 1 1 auto;
 }

+/* Selected tool highlight — theme-aware via CSS variable */
+:root {
+  --tool-button-selected-bg: var(--mantine-color-gray-2);
+}
+
+[data-mantine-color-scheme="dark"] {
+  --tool-button-selected-bg: var(--mantine-color-dark-4);
+}
+
 /* Compact tool buttons */
 .tool-button {
  font-size: 0.875rem;
@@ -96,3 +105,37 @@
  margin-top: 0.5rem;
  margin-bottom: 0.5rem;
 }
+
+.tool-button__description {
+  font-size: 0.75rem;
+  color: var(--mantine-color-dimmed);
+  line-height: 1.35;
+  margin-top: 0.15rem;
+  white-space: normal;
+  text-align: left;
+}
+
+/* Resting / compact tool list — taller rows, room for description. */
+.tool-picker__compact {
+  padding: 0.5rem var(--mantine-spacing-sm) var(--mantine-spacing-sm);
+}
+
+.tool-picker__compact .tool-button {
+  padding-top: 0.65rem;
+  padding-bottom: 0.65rem;
+  height: auto;
+}
+
+.tool-picker__compact .tool-button .mantine-Button-label {
+  align-items: center;
+}
+
+.tool-picker__compact-list {
+  display: flex;
+  flex-direction: column;
+  gap: 0.25rem;
+}
+
+.tool-picker__view-all {
+  margin-top: 0.75rem;
+}
@@ -17,17 +17,13 @@ function CopyButton({ text }: { text: string }) {
        position: "absolute",
        top: 8,
        right: 8,
-        background: copied
-          ? "var(--mantine-color-green-0)"
-          : "var(--mantine-color-gray-0)",
-        border: "1px solid var(--mantine-color-gray-3)",
+        background: copied ? "var(--color-green-100)" : "var(--bg-muted)",
+        border: "1px solid var(--border-default)",
        borderRadius: 3,
        cursor: "pointer",
        fontSize: "0.7em",
        padding: "2px 8px",
-        color: copied
-          ? "var(--mantine-color-green-7)"
-          : "var(--mantine-color-gray-7)",
+        color: copied ? "var(--color-green-700)" : "var(--text-secondary)",
      }}
    >
      {copied ? "✓ Copied" : "Copy"}
@@ -36,6 +32,183 @@ function CopyButton({ text }: { text: string }) {
 }

 const components: Components = {
+  h1: ({ children }) => (
+    <h1
+      style={{
+        color: "var(--text-primary)",
+        borderBottom: "1px solid var(--border-default)",
+        paddingBottom: "0.3em",
+        marginTop: "1.2em",
+        marginBottom: "0.6em",
+      }}
+    >
+      {children}
+    </h1>
+  ),
+  h2: ({ children }) => (
+    <h2
+      style={{
+        color: "var(--text-primary)",
+        borderBottom: "1px solid var(--border-subtle)",
+        paddingBottom: "0.2em",
+        marginTop: "1.1em",
+        marginBottom: "0.5em",
+      }}
+    >
+      {children}
+    </h2>
+  ),
+  h3: ({ children }) => (
+    <h3
+      style={{
+        color: "var(--text-primary)",
+        marginTop: "1em",
+        marginBottom: "0.4em",
+      }}
+    >
+      {children}
+    </h3>
+  ),
+  h4: ({ children }) => (
+    <h4
+      style={{
+        color: "var(--text-primary)",
+        marginTop: "0.8em",
+        marginBottom: "0.3em",
+      }}
+    >
+      {children}
+    </h4>
+  ),
+  h5: ({ children }) => (
+    <h5
+      style={{
+        color: "var(--text-secondary)",
+        marginTop: "0.8em",
+        marginBottom: "0.3em",
+      }}
+    >
+      {children}
+    </h5>
+  ),
+  h6: ({ children }) => (
+    <h6
+      style={{
+        color: "var(--text-muted)",
+        marginTop: "0.8em",
+        marginBottom: "0.3em",
+      }}
+    >
+      {children}
+    </h6>
+  ),
+  p: ({ children }) => (
+    <p
+      style={{
+        color: "var(--text-primary)",
+        lineHeight: 1.7,
+        marginBottom: "0.75em",
+      }}
+    >
+      {children}
+    </p>
+  ),
+  a: ({ children, href }) => (
+    <a
+      href={href}
+      target="_blank"
+      rel="noopener noreferrer"
+      style={{
+        color: "var(--accent-interactive)",
+        textDecoration: "underline",
+      }}
+    >
+      {children}
+    </a>
+  ),
+  strong: ({ children }) => (
+    <strong style={{ color: "var(--text-primary)", fontWeight: 600 }}>
+      {children}
+    </strong>
+  ),
+  em: ({ children }) => (
+    <em style={{ color: "var(--text-secondary)" }}>{children}</em>
+  ),
+  blockquote: ({ children }) => (
+    <blockquote
+      style={{
+        borderLeft: "3px solid var(--border-strong)",
+        margin: "0.75em 0",
+        padding: "4px 16px",
+        color: "var(--text-secondary)",
+        background: "var(--bg-muted)",
+        borderRadius: "0 4px 4px 0",
+      }}
+    >
+      {children}
+    </blockquote>
+  ),
+  hr: () => (
+    <hr
+      style={{
+        border: "none",
+        borderTop: "1px solid var(--border-default)",
+        margin: "1.2em 0",
+      }}
+    />
+  ),
+  ul: ({ children }) => (
+    <ul
+      style={{
+        color: "var(--text-primary)",
+        paddingLeft: "1.5em",
+        marginBottom: "0.75em",
+      }}
+    >
+      {children}
+    </ul>
+  ),
+  ol: ({ children }) => (
+    <ol
+      style={{
+        color: "var(--text-primary)",
+        paddingLeft: "1.5em",
+        marginBottom: "0.75em",
+      }}
+    >
+      {children}
+    </ol>
+  ),
+  li: ({ children }) => (
+    <li
+      style={{
+        color: "var(--text-primary)",
+        lineHeight: 1.6,
+        marginBottom: "0.2em",
+      }}
+    >
+      {children}
+    </li>
+  ),
+  code: ({ children, className }) => {
+    const isBlock = className?.startsWith("language-");
+    if (isBlock) return <code className={className}>{children}</code>;
+    return (
+      <code
+        style={{
+          background: "var(--bg-muted)",
+          color: "var(--code-kw-color)",
+          border: "1px solid var(--border-subtle)",
+          borderRadius: 3,
+          padding: "1px 5px",
+          fontSize: "0.85em",
+          fontFamily: "monospace",
+        }}
+      >
+        {children}
+      </code>
+    );
+  },
  pre: ({ children }) => {
    const codeText = React.isValidElement(children)
      ? String((children.props as { children?: unknown }).children ?? "")
@@ -44,12 +217,15 @@ const components: Components = {
      <div style={{ position: "relative", margin: "8px 0" }}>
        <pre
          style={{
-            background: "var(--mantine-color-gray-1)",
+            background: "var(--bg-muted)",
+            color: "var(--text-primary)",
+            border: "1px solid var(--border-default)",
            padding: "10px 52px 10px 14px",
            borderRadius: 4,
            overflowX: "auto",
            fontSize: "0.85em",
            margin: 0,
+            fontFamily: "monospace",
          }}
        >
          {children}
@@ -65,18 +241,33 @@ const components: Components = {
          borderCollapse: "collapse",
          width: "100%",
          fontSize: "0.85em",
+          color: "var(--text-primary)",
        }}
      >
        {children}
      </table>
    </div>
  ),
+  thead: ({ children }) => (
+    <thead style={{ background: "var(--bg-muted)" }}>{children}</thead>
+  ),
+  tbody: ({ children }) => <tbody>{children}</tbody>,
+  tr: ({ children }) => (
+    <tr
+      style={{
+        borderBottom: "1px solid var(--border-default)",
+      }}
+    >
+      {children}
+    </tr>
+  ),
  th: ({ children, style }) => (
    <th
      style={{
-        border: "1px solid var(--mantine-color-gray-3)",
+        border: "1px solid var(--border-default)",
        padding: "6px 10px",
-        background: "var(--mantine-color-gray-1)",
+        background: "var(--bg-raised)",
+        color: "var(--text-primary)",
        textAlign: "left",
        fontWeight: 600,
        whiteSpace: "nowrap",
@@ -89,8 +280,9 @@ const components: Components = {
  td: ({ children, style }) => (
    <td
      style={{
-        border: "1px solid var(--mantine-color-gray-3)",
+        border: "1px solid var(--border-default)",
        padding: "5px 10px",
+        color: "var(--text-primary)",
        ...style,
      }}
    >
@@ -92,8 +92,10 @@ export function TextViewer({ file, isMarkdown }: TextViewerProps) {
              maxWidth: 800,
              margin: "0 auto",
              padding: "20px 28px",
-              background: "#ffffff",
+              background: "var(--bg-surface)",
+              color: "var(--text-primary)",
              borderRadius: 6,
+              border: "1px solid var(--border-subtle)",
            }}
          >
            {renderedMarkdown}
@@ -1,6 +1,6 @@
 // Theme constants and utilities

-export type ThemeMode = "light" | "dark" | "rainbow";
+export type ThemeMode = "light" | "dark" | "midnight" | "rainbow";

 // Detect OS theme preference
 export function getSystemTheme(): "light" | "dark" {
@@ -1,8 +1,6 @@
 import { PageEditorFunctions } from "@app/types/pageEditor";
-import {
-  type ToolPanelMode,
-  DEFAULT_TOOL_PANEL_MODE,
-} from "@app/constants/toolPanel";
+import { type ToolPanelMode } from "@app/constants/toolPanel";
+import { preferencesService } from "@app/services/preferencesService";

 export interface ToolWorkflowState {
  // UI State
@@ -43,7 +41,7 @@ export const baseState: Omit<ToolWorkflowState, "toolPanelMode"> = {

 export const createInitialState = (): ToolWorkflowState => ({
  ...baseState,
-  toolPanelMode: DEFAULT_TOOL_PANEL_MODE,
+  toolPanelMode: preferencesService.getPreference("defaultToolPanelMode"),
 });

 export function toolWorkflowReducer(
@@ -13,6 +13,31 @@ interface UseToolPanelGeometryOptions {
  quickAccessRef: RefObject<HTMLDivElement | null>;
 }

+function computeGeometry(
+  panelEl: HTMLDivElement,
+  quickAccessRef: RefObject<HTMLDivElement | null>,
+): ToolPanelGeometry {
+  const rect = panelEl.getBoundingClientRect();
+  const isRTL =
+    typeof document !== "undefined" && document.documentElement.dir === "rtl";
+  let width: number;
+  let left: number;
+
+  if (isRTL) {
+    // RTL: panel is on the left, expands rightward
+    width = Math.max(360, window.innerWidth - rect.right);
+    left = rect.right;
+  } else {
+    // LTR: panel is on the right, expands leftward to the file sidebar
+    const quickAccessRect = quickAccessRef.current?.getBoundingClientRect();
+    const leftOffset = quickAccessRect ? quickAccessRect.right : 0;
+    width = Math.max(360, rect.right - leftOffset);
+    left = leftOffset;
+  }
+  const height = Math.max(rect.height, window.innerHeight - rect.top);
+  return { left, top: rect.top, width, height };
+}
+
 export function useToolPanelGeometry({
  enabled,
  toolPanelRef,
@@ -36,31 +61,7 @@ export function useToolPanelGeometry({
    let rafId: number | null = null;

    const computeAndSetGeometry = () => {
-      const rect = panelEl.getBoundingClientRect();
-      const isRTL =
-        typeof document !== "undefined" &&
-        document.documentElement.dir === "rtl";
-      let width: number;
-      let left: number;
-
-      if (isRTL) {
-        // RTL: panel is on the left, expands rightward
-        width = Math.max(360, window.innerWidth - rect.right);
-        left = rect.right;
-      } else {
-        // LTR: panel is on the right, expands leftward to the file sidebar
-        const quickAccessRect = quickAccessRef.current?.getBoundingClientRect();
-        const leftOffset = quickAccessRect ? quickAccessRect.right : 0;
-        width = Math.max(360, rect.right - leftOffset);
-        left = leftOffset;
-      }
-      const height = Math.max(rect.height, window.innerHeight - rect.top);
-      setGeometry({
-        left,
-        top: rect.top,
-        width,
-        height,
-      });
+      setGeometry(computeGeometry(panelEl, quickAccessRef));
    };

    const scheduleUpdate = () => {
@@ -175,9 +175,13 @@ export function useRainbowTheme(): RainbowThemeHook {
      return;
    }

-    // Normal theme switching
-    const nextTheme = themeMode === "light" ? "dark" : "light";
-    updatePreference("theme", nextTheme);
+    // Normal theme switching: light → dark → midnight → light
+    const cycle: Record<string, ThemeMode> = {
+      light: "dark",
+      dark: "midnight",
+      midnight: "light",
+    };
+    updatePreference("theme", cycle[themeMode] ?? "light");
  }, [themeMode, updatePreference]);

  const activateRainbow = useCallback(() => {
@@ -18,7 +18,7 @@ import { useViewer } from "@app/contexts/ViewerContext";
 import { useLocation } from "react-router-dom";
 import AppsIcon from "@mui/icons-material/AppsRounded";

-import ToolPanel from "@app/components/tools/ToolPanel";
+import RightSidebar from "@app/components/tools/RightSidebar";
 import Workbench from "@app/components/layout/Workbench";
 import FileSidebar from "@app/components/shared/FileSidebar";
 import FileManager from "@app/components/FileManager";
@@ -290,7 +290,7 @@ export default function HomePage() {
              aria-label={t("home.mobile.toolsSlide", "Tool selection panel")}
            >
              <div className="mobile-slide-content">
-                <ToolPanel />
+                <RightSidebar />
              </div>
            </div>
            <div
@@ -381,7 +381,7 @@ export default function HomePage() {
            onOpenSettings={() => setConfigModalOpen(true)}
          />
          <Workbench />
-          {!hideToolPanel && <ToolPanel />}
+          {!hideToolPanel && <RightSidebar />}
          <FileManager selectedTool={selectedTool as any /* FIX ME */} />
          <AppConfigModal
            opened={configModalOpen}
@@ -14,12 +14,6 @@
  --spdf-compare-inline-added-bg: rgba(52, 199, 89, 0.25);

  /* File Manager active file colors */
-  --file-active-bg: rgba(
-    59,
-    130,
-    246,
-    0.1
-  ); /* Transparent blue for active file background */
  --file-active-badge-bg: rgba(
    34,
    197,
@@ -43,9 +37,7 @@
  --fullscreen-anim-duration-out: 0.22s;

  /* Z-index constants (added in this PR) */
-  --z-over-fullscreen-surface: 1400;
  --z-fullscreen-surface: 1200;
-  --z-fullscreen-favorite-star: 2;
  --z-fullscreen-icon-svg: 1;
  --z-toolpicker-star: 1;

@@ -162,10 +154,8 @@
  --shadow-xl: 0 20px 25px rgba(0, 0, 0, 0.1);

  /* Font weights */
-  --font-weight-normal: 400;
  --font-weight-medium: 500;
  --font-weight-semibold: 600;
-  --font-weight-bold: 700;

  /* Light theme semantic colors */
  --bg-surface: #ffffff;
@@ -192,22 +182,9 @@
  /* Icon colors for light mode */
  --icon-user-bg: #9ca3af;
  --icon-user-color: #ffffff;
-  --icon-notifications-bg: #9ca3af;
-  --icon-notifications-color: #ffffff;
  --icon-tools-bg: #1e88e5;
  --icon-tools-color: #ffffff;
-  --icon-read-bg: #4caf50;
-  --icon-read-color: #ffffff;
-  --icon-sign-bg: #3ba99c;
-  --icon-sign-color: #ffffff;
-  --icon-automate-bg: #a576e3;
-  --icon-automate-color: #ffffff;
-  --icon-files-bg: #d3e7f7;
  --icon-files-color: #0a8bff;
-  --icon-activity-bg: #d3e7f7;
-  --icon-activity-color: #0a8bff;
-  --icon-config-bg: #9ca3af;
-  --icon-config-color: #ffffff;

  /* Colors for tooltips */
  --tooltip-title-bg: #dbefff;
@@ -224,7 +201,6 @@
  --tools-text-and-icon-color: var(--text-primary);

  /* Tool picker sticky header variables (light mode) */
-  --tool-header-bg: #dbefff;
  --tool-header-border: #bee2ff;
  --tool-header-text: #1e88e5;
  --tool-header-badge-bg: #c0ddff;
@@ -235,7 +211,6 @@
  --tool-subcategory-rule-color: #e5e7eb; /* doubly lighter rule line */
  --accent-interactive: #4a90e2;
  --text-instruction: #4a90e2;
-  --text-brand: var(--color-gray-700);
  --text-brand-accent: #dc2626;

  /* PDF text selection colors */
@@ -251,16 +226,13 @@
  --tool-panel-search-border-bottom: #eff1f4;

  /* container */
-  --landing-paper-bg: var(--bg-surface);
  --landing-inner-paper-bg: #eef8ff;
  --landing-inner-paper-border: #cdeaff;
  --landing-button-bg: var(--bg-surface);
  --landing-button-color: var(--icon-tools-bg);
  --landing-button-border: #e0f2f7;
-  --landing-button-hover-bg: rgb(251, 251, 251);

  /* drop state */
-  --landing-drop-paper-bg: #e3f2fd;
  --landing-drop-inner-paper-bg: #bbdefb;
  --landing-drop-inner-paper-border: #90caf9;

@@ -268,36 +240,15 @@
  --landing-hero-gradient: linear-gradient(135deg, #4c8bf5 0%, #3a7be8 100%);
  --landing-stack-w: 224px;
  --landing-stack-h: 176px;
-  --landing-stack-glow-bg: radial-gradient(
-    circle,
-    rgba(74, 144, 226, 0.18) 0%,
-    transparent 70%
-  );

  /* landing doc stack shadows */
  --landing-doc-shadow-back-idle:
    0 4px 20px rgba(0, 0, 0, 0.08), 0 1px 3px rgba(0, 0, 0, 0.04);
-  --landing-doc-shadow-back-hover:
-    0 12px 40px rgba(0, 0, 0, 0.15), 0 4px 12px rgba(0, 0, 0, 0.08);
  --landing-doc-shadow-front-idle:
    0 8px 30px rgba(0, 0, 0, 0.12), 0 4px 12px rgba(0, 0, 0, 0.06),
    0 0 0 1px rgba(0, 0, 0, 0.02);
-  --landing-doc-shadow-front-hover:
-    0 18px 48px rgba(0, 0, 0, 0.18), 0 8px 20px rgba(0, 0, 0, 0.1),
-    0 0 0 1px rgba(0, 0, 0, 0.04);

  /* landing action button shadows */
-  --landing-action-transition:
-    transform 0.28s cubic-bezier(0.4, 0, 0.2, 1),
-    box-shadow 0.32s cubic-bezier(0.4, 0, 0.2, 1);
-  --landing-action-shadow-idle:
-    0 6px 18px rgba(0, 0, 0, 0), 0 2px 6px rgba(0, 0, 0, 0);
-  --landing-action-shadow-hover:
-    0 6px 18px rgba(0, 0, 0, 0.14), 0 2px 6px rgba(0, 0, 0, 0.08);
-  --landing-action-primary-shadow-idle:
-    0 10px 26px rgba(58, 123, 232, 0), 0 4px 12px rgba(0, 0, 0, 0);
-  --landing-action-primary-shadow-hover:
-    0 10px 26px rgba(58, 123, 232, 0.42), 0 4px 12px rgba(0, 0, 0, 0.1);

  /* selected file header colors */
  --header-selected-bg: #1e88e5; /* light mode selected header matches dark */
@@ -306,18 +257,10 @@
  --accordion-item-bg: #e8eaed; /* accordion item background - more distinguishable */

  /* shadows */
-  --drop-shadow-color: rgba(0, 0, 0, 0.08);
-  --drop-shadow-color-strong: rgba(0, 0, 0, 0.04);
-  --drop-shadow-filter: drop-shadow(0 0.2rem 0.4rem rgba(0, 0, 0, 0.08))
-    drop-shadow(0 0.6rem 0.6rem rgba(0, 0, 0, 0.06))
-    drop-shadow(0 1.2rem 1rem rgba(0, 0, 0, 0.04));

  /* Light mode card hover and selection */
-  --header-hover-bg: #3b4b6e; /* same family as selected, a touch muted for hover */
  --card-selected-border: #3fafff; /* slightly more blue than dark mode header */
-  --checkbox-border: #2f83bf;
  --checkbox-checked-bg: #3fafff;
-  --checkbox-tick: #ffffff;

  --information-text-bg: #eaeaea;
  --information-text-color: #5e5e5e;
@@ -348,15 +291,9 @@
  --api-keys-button-color: #333333;

  /* PDF Report Colors (always light) */
-  --pdf-light-header-bg: 239 246 255;
-  --pdf-light-accent: 59 130 246;
-  --pdf-light-text-primary: 30 41 59;
  --pdf-light-text-muted: 100 116 139;
  --pdf-light-box-bg: 248 250 252;
  --pdf-light-box-border: 226 232 240;
-  --pdf-light-warning: 234 179 8;
-  --pdf-light-danger: 248 113 113;
-  --pdf-light-success: 34 197 94;
  --pdf-light-neutral: 148 163 184;
  --pdf-light-status-valid-bg: 209 250 229;
  --pdf-light-status-valid-text: 6 95 70;
@@ -366,8 +303,6 @@
  --pdf-light-status-invalid-text: 153 27 27;
  --pdf-light-status-neutral-bg: 229 231 235;
  --pdf-light-status-neutral-text: 55 65 81;
-  --pdf-light-report-container-bg: 249 250 251;
-  --pdf-light-simulated-page-bg: 255 255 255;
  --pdf-light-simulated-page-text: 15 23 42;

  /* Code token colors (light mode) */
@@ -376,11 +311,6 @@
  --code-num-color: #4338ca; /* indigo-700 */
  --code-com-color: #6b7280; /* gray-500 */
  /* Compare tool specific colors - only for colors that don't have existing theme pairs */
-  --compare-upload-dropzone-bg: rgba(241, 245, 249, 0.45);
-  --compare-upload-dropzone-border: rgba(148, 163, 184, 0.6);
-  --compare-upload-icon-bg: rgba(148, 163, 184, 0.2);
-  --compare-upload-icon-color: rgba(17, 24, 39, 0.75);
-  --compare-upload-divider: rgba(148, 163, 184, 0.5);

  /* Compare page label chip (light mode): slightly lighter than surrounding rows */
  --compare-page-label-bg: var(--bg-muted);
@@ -420,12 +350,12 @@
 }

 [data-mantine-color-scheme="dark"] {
-  /* Dark theme gray scale (inverted) */
-  --gray-50: 17 24 39;
-  --gray-100: 31 35 41;
-  --gray-200: 42 47 54;
-  --gray-300: 55 65 81;
-  --gray-400: 75 85 99;
+  /* Dark theme gray scale — very dark, near-black */
+  --gray-50: 7 10 14;
+  --gray-100: 10 13 18;
+  --gray-200: 15 19 24;
+  --gray-300: 22 28 36;
+  --gray-400: 36 44 58;
  --gray-500: 107 114 128;
  --gray-600: 156 163 175;
  --gray-700: 209 213 219;
@@ -433,9 +363,9 @@
  --gray-900: 243 244 246;

  /* Dark semantic colors for Tailwind */
-  --surface: 31 35 41;
-  --background: 42 47 54;
-  --border: 55 65 81;
+  --surface: 15 19 24;
+  --background: 10 13 18;
+  --border: 22 28 36;

  /* Dark theme Mantine colors */
  --color-red-50: #2d1b1b;
@@ -449,11 +379,11 @@
  --color-red-800: #991b1b;
  --color-red-900: #7f1d1d;

-  --color-gray-50: #111827;
-  --color-gray-100: #1f2329;
-  --color-gray-200: #2a2f36;
-  --color-gray-300: #374151;
-  --color-gray-400: #4b5563;
+  --color-gray-50: #070a0e;
+  --color-gray-100: #0a0d12;
+  --color-gray-200: #0f1318;
+  --color-gray-300: #161c24;
+  --color-gray-400: #242c3a;
  --color-gray-500: #6b7280;
  --color-gray-600: #9ca3af;
  --color-gray-700: #d1d5db;
@@ -461,20 +391,20 @@
  --color-gray-900: #f3f4f6;

  /* Category colors - same as light mode for consistency */
-  --category-color-removal: #ef4444; /* Red for removal tools */
-  --category-color-security: #f59e0b; /* Orange for security tools */
-  --category-color-formatting: #8b5cf6; /* Purple for formatting tools */
-  --category-color-extraction: #06b6d4; /* Cyan for extraction tools */
-  --category-color-signing: #10b981; /* Green for signing tools */
-  --category-color-general: #3b82f6; /* Blue for general tools */
-  --category-color-verification: #f97316; /* Orange for verification tools */
-  --category-color-automation: #ec4899; /* Pink for automation tools */
-  --category-color-developer: #6b7280; /* Gray for developer tools */
-  --category-color-default: #6b7280; /* Default gray */
+  --category-color-removal: #ef4444;
+  --category-color-security: #f59e0b;
+  --category-color-formatting: #8b5cf6;
+  --category-color-extraction: #06b6d4;
+  --category-color-signing: #10b981;
+  --category-color-general: #3b82f6;
+  --category-color-verification: #f97316;
+  --category-color-automation: #ec4899;
+  --category-color-developer: #6b7280;
+  --category-color-default: #6b7280;

  /* Special section colors - same as light mode for consistency */
-  --special-color-favorites: #ffc107; /* Yellow/gold for favorites */
-  --special-color-recommended: #1bb1d4; /* Cyan for recommended */
+  --special-color-favorites: #ffc107;
+  --special-color-recommended: #1bb1d4;

  /* Success (green) - dark */
  --color-green-50: #052e16;
@@ -501,53 +431,39 @@
  --color-yellow-900: #fef9c3;

  /* Dark theme semantic colors */
-  --bg-surface: #2a2f36;
-  --bg-raised: #1f2329;
-  --bg-muted: #1f2329;
-  --bg-background: #2a2f36;
-  --bg-toolbar: #1f2329;
-  --bg-file-manager: #1f2329;
-  --bg-file-list: #2a2f36;
+  --bg-surface: #0f1318;
+  --bg-raised: #0a0d12;
+  --bg-muted: #0a0d12;
+  --bg-background: #0a0d12;
+  --bg-toolbar: #0a0d12;
+  --bg-file-manager: #0a0d12;
+  --bg-file-list: #0f1318;
  --btn-open-file: #0a8bff;
-  --text-primary: #f9fafb;
-  --text-secondary: #d1d5db;
-  --text-muted: #9ca3af;
-  /* Always-dark text (for use on light backgrounds like alerts) - does not change in dark mode */
+  --text-primary: #f0f2f5;
+  --text-secondary: #c5ccd6;
+  --text-muted: #8b96a3;
  --text-always-dark: #1f2937;
  --text-always-dark-muted: #6b7280;
-  --border-subtle: #2a2f36;
-  --border-default: #3a4047;
-  --border-strong: #4b5563;
-  --hover-bg: #374151;
-  --active-bg: #4b5563;
+  --border-subtle: #0f1318;
+  --border-default: #161c24;
+  --border-strong: #242c3a;
+  --hover-bg: #13181f;
+  --active-bg: #1a2030;
  --automation-entry-hover-bg: var(--color-gray-200);

  /* Icon colors for dark mode */
-  --icon-user-bg: #2a2f36;
-  --icon-user-color: #6e7581;
-  --icon-notifications-bg: #2a2f36;
-  --icon-notifications-color: #6e7581;
-  --icon-tools-bg: #4b525a;
-  --icon-tools-color: #eaeaea;
-  --icon-read-bg: #4b525a;
-  --icon-read-color: #eaeaea;
-  --icon-sign-bg: #4b525a;
-  --icon-sign-color: #eaeaea;
-  --icon-automate-bg: #4b525a;
-  --icon-automate-color: #eaeaea;
-  --icon-files-bg: #4b525a;
-  --icon-files-color: #eaeaea;
-  --icon-activity-bg: #4b525a;
-  --icon-activity-color: #eaeaea;
-  --icon-config-bg: #4b525a;
-  --icon-config-color: #eaeaea;
+  --icon-user-bg: #0f1318;
+  --icon-user-color: #5a6475;
+  --icon-tools-bg: #161c24;
+  --icon-tools-color: #d8dce4;
+  --icon-files-color: #d8dce4;

  /* Inactive icon colors for dark mode */
-  --icon-inactive-bg: #2a2f36;
-  --icon-inactive-color: #6e7581;
+  --icon-inactive-bg: #0f1318;
+  --icon-inactive-color: #5a6475;

  /* Dark mode tooltip colors */
-  --tooltip-title-bg: #4b525a;
+  --tooltip-title-bg: #161c24;
  --tooltip-title-color: #fff;
  --tooltip-header-bg: var(--bg-raised);
  --tooltip-header-color: var(--text-primary);
@@ -555,7 +471,6 @@

  --accent-interactive: #ffffff;
  --text-instruction: #ffffff;
-  --text-brand: var(--color-gray-800);
  --text-brand-accent: #ef4444;

  /* Compare badge text colors (dark mode): lighter for readability */
@@ -563,62 +478,41 @@
  --spdf-compare-added-badge-fg: var(--color-green-500);

  /* container */
-  --landing-paper-bg: #171a1f;
  --landing-inner-paper-bg: var(--bg-raised);
-  --landing-inner-paper-border: #2d3237;
+  --landing-inner-paper-border: #161c24;

  /* landing dark overrides */
-  --landing-stack-glow-bg: radial-gradient(
-    circle,
-    rgba(30, 136, 229, 0.22) 0%,
-    transparent 70%
-  );
  --landing-doc-shadow-back-idle:
-    0 4px 20px rgba(0, 0, 0, 0.35), 0 1px 3px rgba(0, 0, 0, 0.25);
-  --landing-doc-shadow-back-hover:
-    0 14px 44px rgba(0, 0, 0, 0.55), 0 6px 16px rgba(0, 0, 0, 0.35);
+    0 4px 20px rgba(0, 0, 0, 0.6), 0 1px 3px rgba(0, 0, 0, 0.4);
  --landing-doc-shadow-front-idle:
-    0 8px 30px rgba(0, 0, 0, 0.45), 0 4px 12px rgba(0, 0, 0, 0.3),
+    0 8px 30px rgba(0, 0, 0, 0.7), 0 4px 12px rgba(0, 0, 0, 0.5),
    0 0 0 1px rgba(255, 255, 255, 0.04);
-  --landing-doc-shadow-front-hover:
-    0 20px 52px rgba(0, 0, 0, 0.6), 0 10px 24px rgba(0, 0, 0, 0.4),
-    0 0 0 1px rgba(255, 255, 255, 0.06);
  --landing-button-color: #ffffff;
-  --landing-button-hover-bg: var(--bg-raised);

  /* selected file header colors for dark */
  --header-selected-bg: #1e88e5;
  --header-selected-fg: #ffffff;
-  /* file card background (dark) */
-  --file-card-bg: #1f2329;
-  --accordion-item-bg: #373d45; /* accordion item background - more distinguishable */
-
-  /* shadows */
-  --drop-shadow-color: rgba(255, 255, 255, 0.08);
-  --drop-shadow-color-strong: rgba(255, 255, 255, 0.04);
-  --drop-shadow-filter: drop-shadow(0 0.2rem 0.4rem rgba(200, 200, 200, 0.08))
-    drop-shadow(0 0.6rem 0.6rem rgba(200, 200, 200, 0.06))
-    drop-shadow(0 1.2rem 1rem rgba(200, 200, 200, 0.04));
+  --file-card-bg: #0a0d12;
+  --accordion-item-bg: #13181f;

  /* Adjust shadows for dark mode */
-  --shadow-xs: 0 1px 2px rgba(0, 0, 0, 0.3);
-  --shadow-sm: 0 1px 3px rgba(0, 0, 0, 0.4);
-  --shadow-md: 0 4px 6px rgba(0, 0, 0, 0.4);
-  --shadow-lg: 0 10px 15px rgba(0, 0, 0, 0.4);
-  --shadow-xl: 0 20px 25px rgba(0, 0, 0, 0.4);
+  --shadow-xs: 0 1px 2px rgba(0, 0, 0, 0.5);
+  --shadow-sm: 0 1px 3px rgba(0, 0, 0, 0.6);
+  --shadow-md: 0 4px 6px rgba(0, 0, 0, 0.6);
+  --shadow-lg: 0 10px 15px rgba(0, 0, 0, 0.6);
+  --shadow-xl: 0 20px 25px rgba(0, 0, 0, 0.6);

  --tools-text-and-icon-color: var(--text-primary);

  /* Tool picker sticky header variables (dark mode) */
-  --tool-header-bg: #2a2f36;
-  --tool-header-border: #3a4047;
-  --tool-header-text: #d0d6dc;
-  --tool-header-badge-bg: #4b525a;
-  --tool-header-badge-text: #ffffff;
+  --tool-header-border: #161c24;
+  --tool-header-text: #c5ccd6;
+  --tool-header-badge-bg: #161c24;
+  --tool-header-badge-text: #f0f2f5;

  /* Subcategory title styling (dark mode) */
-  --tool-subcategory-text-color: #9ca3af; /* lighter text in dark mode as well */
-  --tool-subcategory-rule-color: #3a4047; /* doubly lighter (relative) line in dark */
+  --tool-subcategory-text-color: #8b96a3;
+  --tool-subcategory-rule-color: #161c24;

  /* PDF text selection colors (dark mode) */
  --pdf-selection-bg: rgba(96, 165, 250, 0.25);
@@ -626,74 +520,67 @@

  /* Placeholder text colors (dark mode) */
  --search-text-and-icon-color: #ffffff !important;
-  --input-bg: #4b525a;
+  --input-bg: #161c24;

  /* Tool panel search bar background colors (dark mode) */
-  --tool-panel-search-bg: #1f2329;
-  --tool-panel-search-border-bottom: #4b525a;
+  --tool-panel-search-bg: #0a0d12;
+  --tool-panel-search-border-bottom: #242c3a;

-  --information-text-bg: #292e34;
-  --information-text-color: #ececec;
+  --information-text-bg: #0a0d12;
+  --information-text-color: #d8dce4;

  /* Bulk selection panel specific colors (dark mode) */
-  --bulk-panel-bg: var(--bg-raised); /* dark background for parent container */
-  --bulk-card-bg: var(--bg-raised); /* dark background for cards */
-  --bulk-card-border: var(
-    --border-default
-  ); /* default border for cards and buttons */
-  --bulk-card-hover-border: var(--border-strong); /* stronger border on hover */
-  --unsupported-bar-bg: #1f2329;
-  --unsupported-bar-border: #4b525a;
+  --bulk-panel-bg: var(--bg-raised);
+  --bulk-card-bg: var(--bg-raised);
+  --bulk-card-border: var(--border-default);
+  --bulk-card-hover-border: var(--border-strong);
+  --unsupported-bar-bg: #0a0d12;
+  --unsupported-bar-border: #242c3a;

  /* Config Modal colors (dark mode) */
-  --modal-nav-bg: #1f2329;
-  --modal-nav-section-title: #9ca3af;
-  --modal-nav-item: #d0d6dc;
+  --modal-nav-bg: #0a0d12;
+  --modal-nav-section-title: #8b96a3;
+  --modal-nav-item: #c5ccd6;
  --modal-nav-item-active: #0a8bff;
  --modal-nav-item-active-bg: rgba(10, 139, 255, 0.15);
-  --modal-content-bg: #2a2f36;
+  --modal-content-bg: #0f1318;
  --modal-header-border: rgba(255, 255, 255, 0.08);

  /* Onboarding (dark mode) */
-  --onboarding-title: #f9fafb;
-  --onboarding-body: #d1d5db;
+  --onboarding-title: #f0f2f5;
+  --onboarding-body: #c5ccd6;
  --onboarding-primary-button-bg: #ffffff;
-  --onboarding-primary-button-text: #0b1220;
+  --onboarding-primary-button-text: #0a0d12;
  --onboarding-secondary-button-bg: transparent;
-  --onboarding-secondary-button-text: #e5e7eb;
-  --onboarding-secondary-button-border: #3a4047;
-  --onboarding-step-active: #e5e7eb;
-  --onboarding-step-inactive: #4b5563;
+  --onboarding-secondary-button-text: #d8dce4;
+  --onboarding-secondary-button-border: #161c24;
+  --onboarding-step-active: #d8dce4;
+  --onboarding-step-inactive: #242c3a;
+
  /* API Keys section colors (dark mode) */
-  --api-keys-card-bg: #2a2f36;
-  --api-keys-card-border: #3a4047;
+  --api-keys-card-bg: #0f1318;
+  --api-keys-card-border: #161c24;
  --api-keys-card-shadow: none;
-  --api-keys-input-bg: #1f2329;
-  --api-keys-input-border: #3a4047;
-  --api-keys-button-bg: #3a4047;
-  --api-keys-button-color: #d0d6dc;
+  --api-keys-input-bg: #0a0d12;
+  --api-keys-input-border: #161c24;
+  --api-keys-button-bg: #161c24;
+  --api-keys-button-color: #c5ccd6;

  /* Code token colors (dark mode - Cursor-like) */
-  --code-kw-color: #c792ea; /* purple */
-  --code-str-color: #c3e88d; /* green */
-  --code-num-color: #f78c6c; /* orange */
-  --code-com-color: #697098; /* muted gray-blue */
-  /* Compare tool specific colors (dark mode) - only for colors that don't have existing theme pairs */
-  --compare-upload-dropzone-bg: rgba(31, 35, 41, 0.45);
-  --compare-upload-dropzone-border: rgba(75, 85, 99, 0.6);
-  --compare-upload-icon-bg: rgba(75, 85, 99, 0.2);
-  --compare-upload-icon-color: rgba(243, 244, 246, 0.75);
-  --compare-upload-divider: rgba(75, 85, 99, 0.5);
+  --code-kw-color: #c792ea;
+  --code-str-color: #c3e88d;
+  --code-num-color: #f78c6c;
+  --code-com-color: #697098;

-  /* Compare page label chip (dark mode): slightly darker than surrounding rows */
-  --compare-page-label-bg: #1f2329;
+  /* Compare page label chip (dark mode) */
+  --compare-page-label-bg: #0a0d12;
  --compare-page-label-fg: var(--text-secondary);

  /* Status indicator dot ring shadow (dark) */
  --status-dot-ring: 0 0 0 2px rgba(255, 255, 255, 0.18);

  /* Input element styling (dark) */
-  --input-bg: #4b525a;
+  --input-bg: #161c24;

  /* Select/dropdown placeholder state (dark) */
  --select-placeholder-bg: var(--mantine-color-dark-5);
@@ -709,6 +596,195 @@
  --dropdown-group-label: var(--mantine-color-dark-2);
 }

+/* ── Midnight theme — blue-tinted dark workbench ── */
+/* Applied on top of dark mode: html has both data-mantine-color-scheme="dark"
+   and data-color-scheme="midnight" */
+[data-color-scheme="midnight"] {
+  --gray-50: 21 26 38;
+  --gray-100: 30 36 52;
+  --gray-200: 45 50 72;
+  --gray-300: 58 65 90;
+  --gray-400: 75 85 99;
+  --gray-500: 107 114 128;
+  --gray-600: 156 163 175;
+  --gray-700: 209 213 219;
+  --gray-800: 229 231 235;
+  --gray-900: 243 244 246;
+
+  --surface: 30 36 52;
+  --background: 21 26 38;
+  --border: 58 65 90;
+
+  --color-gray-50: #151a24;
+  --color-gray-100: #1a2030;
+  --color-gray-200: #1e2435;
+  --color-gray-300: #252836;
+  --color-gray-400: #2d3340;
+  --color-gray-500: #6b7280;
+  --color-gray-600: #9ca3af;
+  --color-gray-700: #d1d5db;
+  --color-gray-800: #e5e7eb;
+  --color-gray-900: #f3f4f6;
+
+  --category-color-general: #4b77e6;
+
+  --bg-surface: #1e2435;
+  --bg-raised: #1a2030;
+  --bg-muted: #1a2030;
+  --bg-background: #151a24;
+  --bg-toolbar: #1e2435;
+  --bg-file-manager: #1a2030;
+  --bg-file-list: #1e2435;
+  --btn-open-file: #4b77e6;
+  --text-primary: #f1f5f9;
+  --text-secondary: #cbd5e1;
+  --text-muted: #94a3b8;
+  --text-always-dark: #1f2937;
+  --text-always-dark-muted: #6b7280;
+  --border-subtle: #2d3340;
+  --border-default: #3a4152;
+  --border-strong: #4a5568;
+  --hover-bg: #252836;
+  --active-bg: #2d3340;
+  --automation-entry-hover-bg: var(--color-gray-200);
+
+  --icon-user-bg: #1e2435;
+  --icon-user-color: #6b7280;
+  --icon-tools-bg: #2d3340;
+  --icon-tools-color: #cbd5e1;
+  --icon-files-color: #4b77e6;
+  --icon-inactive-bg: #1e2435;
+  --icon-inactive-color: #6b7280;
+
+  --tooltip-title-bg: #252836;
+  --tooltip-title-color: #f1f5f9;
+  --tooltip-header-bg: #1a2030;
+  --tooltip-header-color: #f1f5f9;
+  --tooltip-border: var(--border-default);
+
+  --accent-interactive: #4b77e6;
+  --text-instruction: #4b77e6;
+  --text-brand-accent: #60a5fa;
+
+  --spdf-compare-removed-badge-fg: var(--color-red-500);
+  --spdf-compare-added-badge-fg: var(--color-green-500);
+
+  --landing-inner-paper-bg: #1a2030;
+  --landing-inner-paper-border: #3a4152;
+  --landing-button-bg: #252836;
+  --landing-button-color: #f1f5f9;
+  --landing-button-border: #3a4152;
+  --landing-drop-inner-paper-bg: #1e2435;
+  --landing-drop-inner-paper-border: #3a4152;
+
+  --landing-doc-shadow-back-idle:
+    0 4px 20px rgba(0, 0, 0, 0.45), 0 1px 3px rgba(0, 0, 0, 0.3);
+  --landing-doc-shadow-front-idle:
+    0 8px 30px rgba(0, 0, 0, 0.55), 0 4px 12px rgba(0, 0, 0, 0.4),
+    0 0 0 1px rgba(75, 119, 230, 0.08);
+
+  --header-selected-bg: #4b77e6;
+  --header-selected-fg: #ffffff;
+  --file-card-bg: #1a2030;
+  --accordion-item-bg: #252836;
+
+  --card-selected-border: #4b77e6;
+  --checkbox-checked-bg: #4b77e6;
+
+  --shadow-xs: 0 1px 2px rgba(0, 0, 0, 0.4);
+  --shadow-sm: 0 1px 3px rgba(0, 0, 0, 0.5);
+  --shadow-md: 0 4px 6px rgba(0, 0, 0, 0.5);
+  --shadow-lg: 0 10px 15px rgba(0, 0, 0, 0.5);
+  --shadow-xl: 0 20px 25px rgba(0, 0, 0, 0.5);
+
+  --tools-text-and-icon-color: #cbd5e1;
+
+  --tool-header-border: #3a4152;
+  --tool-header-text: #cbd5e1;
+  --tool-header-badge-bg: #252836;
+  --tool-header-badge-text: #f1f5f9;
+
+  --tool-subcategory-text-color: #94a3b8;
+  --tool-subcategory-rule-color: #3a4152;
+
+  --pdf-selection-bg: rgba(75, 119, 230, 0.25);
+  --pdf-selection-ring: rgba(75, 119, 230, 0.28);
+
+  --search-text-and-icon-color: #f1f5f9 !important;
+  --input-bg: #252836;
+
+  --tool-panel-search-bg: #1a2030;
+  --tool-panel-search-border-bottom: #3a4152;
+
+  --information-text-bg: #1e2435;
+  --information-text-color: #cbd5e1;
+
+  --bulk-panel-bg: var(--bg-raised);
+  --bulk-card-bg: var(--bg-raised);
+  --bulk-card-border: var(--border-default);
+  --bulk-card-hover-border: var(--border-strong);
+  --unsupported-bar-bg: #1a2030;
+  --unsupported-bar-border: #3a4152;
+
+  --modal-nav-bg: #1a2030;
+  --modal-nav-section-title: #94a3b8;
+  --modal-nav-item: #cbd5e1;
+  --modal-nav-item-active: #4b77e6;
+  --modal-nav-item-active-bg: rgba(75, 119, 230, 0.18);
+  --modal-content-bg: #1e2435;
+  --modal-header-border: rgba(255, 255, 255, 0.08);
+
+  --onboarding-title: #f1f5f9;
+  --onboarding-body: #cbd5e1;
+  --onboarding-primary-button-bg: #4b77e6;
+  --onboarding-primary-button-text: #ffffff;
+  --onboarding-secondary-button-bg: transparent;
+  --onboarding-secondary-button-text: #cbd5e1;
+  --onboarding-secondary-button-border: #3a4152;
+  --onboarding-step-active: #cbd5e1;
+  --onboarding-step-inactive: #3a4152;
+
+  --api-keys-card-bg: #1e2435;
+  --api-keys-card-border: #3a4152;
+  --api-keys-card-shadow: none;
+  --api-keys-input-bg: #1a2030;
+  --api-keys-input-border: #3a4152;
+  --api-keys-button-bg: #252836;
+  --api-keys-button-color: #cbd5e1;
+
+  --code-kw-color: #7aa2f7;
+  --code-str-color: #9ece6a;
+  --code-num-color: #ff9e64;
+  --code-com-color: #565f89;
+
+  --compare-page-label-bg: #1a2030;
+  --compare-page-label-fg: var(--text-secondary);
+
+  --status-dot-ring: 0 0 0 2px rgba(75, 119, 230, 0.25);
+
+  --select-placeholder-bg: var(--mantine-color-dark-5);
+  --select-placeholder-text: var(--mantine-color-dark-2);
+
+  --dropdown-trigger-bg: var(--mantine-color-dark-6);
+  --dropdown-trigger-text: var(--mantine-color-dark-0);
+  --dropdown-trigger-text-disabled: var(--mantine-color-dark-1);
+  --dropdown-trigger-icon: var(--mantine-color-dark-2);
+  --dropdown-panel-bg: var(--mantine-color-dark-7);
+  --dropdown-panel-border: var(--mantine-color-dark-4);
+  --dropdown-group-label: var(--mantine-color-dark-2);
+
+  --link-hover-bg: rgba(75, 119, 230, 0.06);
+  --link-hover-border: rgba(75, 119, 230, 0.2);
+  --link-hover-shadow:
+    0 0 0 0.5px rgba(75, 119, 230, 0.1), 0 1px 3px rgba(75, 119, 230, 0.08);
+  --link-focus-ring: rgba(75, 119, 230, 0.35);
+  --link-toolbar-bg: rgba(21, 26, 36, 0.94);
+  --link-toolbar-border: rgba(255, 255, 255, 0.1);
+  --link-toolbar-shadow:
+    0 12px 40px rgba(0, 0, 0, 0.4), 0 4px 12px rgba(0, 0, 0, 0.3),
+    0 0 0 0.5px rgba(75, 119, 230, 0.08);
+}
+
 /* Dropzone drop state styling */
 [data-accept] .dropzone-inner {
  background-color: var(--landing-drop-inner-paper-bg) !important;
@@ -717,7 +793,6 @@

 /* Plan section card borders - only override in dark mode */
 [data-mantine-color-scheme="dark"] .plan-card {
-  --paper-border-color: rgb(158, 158, 158) !important;
 }

 [data-mantine-color-scheme="dark"] .plan-card [data-size="sm"] {
@@ -739,6 +814,19 @@
  background-color: #1c598e !important;
 }

+[data-color-scheme="midnight"]
+  .plan-button:not(:disabled):not([data-disabled]) {
+  background-color: #4b77e6 !important;
+}
+
+/* Override Mantine's internal body/surface colors for midnight */
+[data-color-scheme="midnight"] {
+  --mantine-color-body: #151a24;
+  --mantine-color-dark-6: #1e2435;
+  --mantine-color-dark-7: #151a24;
+  --mantine-color-dark-9: #0f1318;
+}
+
 /* Lighter grey for disabled plan buttons */
 .plan-button:disabled,
 .plan-button[data-disabled] {
@@ -787,12 +875,14 @@
  border-radius: 8px;
 }

-/* Smooth transitions for theme switching */
+/* Smooth transitions for theme switching - backgrounds and borders only.
+   Color (text) is intentionally excluded: Mantine applies the color scheme
+   after the first paint, so a color transition would cause text to visibly
+   crawl from the wrong colour on every page load. */
 * {
  transition:
    background-color 0.2s ease,
-    border-color 0.2s ease,
-    color 0.2s ease;
+    border-color 0.2s ease;
 }
 /* ── PDF Link Overlay (viewer) ── */
 :root {
@@ -992,10 +1082,15 @@
  --shadow-color: rgba(15, 23, 42, 0.55);
 }

-[data-theme="dark"] {
+[data-theme="dark"],
+[data-color-scheme="dark"] {
  --shadow-color: rgba(0, 0, 0, 0.75);
 }

+[data-color-scheme="midnight"] {
+  --shadow-color: rgba(0, 0, 0, 0.85);
+}
+
 /* ---- Wordmark light/dark switching (use instead of JS colorScheme checks) ---- */
 .wordmark-dark-only {
  display: none;
@@ -1099,3 +1194,17 @@
  animation-duration: 160ms;
  animation-timing-function: cubic-bezier(0.2, 0, 0.2, 1);
 }
+
+/* Mantine animates a button's background-color and its text/icon colour on
+ * separate transitions, so when a filled button flips state (selected ↔
+ * unselected, enabled ↔ disabled) you briefly see e.g. a blue background
+ * with the old dark-grey label still showing through. Drop the colour
+ * tween — the swap is instant, but transforms/shadows/borders/opacity keep
+ * animating for hover and press feedback. */
+.mantine-Button-root,
+.mantine-ActionIcon-root,
+.mantine-SegmentedControl-control,
+.mantine-SegmentedControl-label,
+.mantine-SegmentedControl-indicator {
+  transition-property: transform, box-shadow, border-color, opacity !important;
+}
@@ -31,9 +31,9 @@ test.describe("Navigation", () => {
    await page.locator('a[href="/merge"]').first().click();
    await expect(page).toHaveURL(/\/merge/);

-    // In the redesigned UI, "Back to tools" button replaces the old "Tools" link
+    // In the redesigned UI, "Back to all tools" button replaces the old "Tools" link
    await page
-      .getByRole("button", { name: /Back to tools/i })
+      .getByRole("button", { name: /Back to all tools/i })
      .first()
      .click();
    await expect(page).toHaveURL("/");
@@ -36,10 +36,10 @@ test.describe("4. PDF Tool Pages - Common Patterns", () => {
      await page.goto("/compress");
      await page.waitForLoadState("domcontentloaded");

-      // Step 2: Click the "Back to tools" button in ToolPanel to go back to /.
+      // Step 2: Click the "Back to all tools" button in ToolPanel to go back to /.
      // In the redesigned UI this replaces the old "Tools" sidebar link.
      const homeLink = page
-        .getByRole("button", { name: /Back to tools/i })
+        .getByRole("button", { name: /Back to all tools/i })
        .first();
      await homeLink.click();

@@ -53,6 +53,19 @@ const gray: MantineColorsTuple = [
  "var(--color-gray-900)",
 ];

+const dark: MantineColorsTuple = [
+  "#c4c9d2",
+  "#9aa3b0",
+  "#9ca3af",
+  "#6b7280",
+  "#242c3a",
+  "#161c24",
+  "#0f1318",
+  "#0a0d12",
+  "#070a0e",
+  "#040507",
+];
+
 export const mantineTheme = createTheme({
  // Primary color
  primaryColor: "primary",
@@ -63,6 +76,7 @@ export const mantineTheme = createTheme({
    green,
    yellow,
    gray,
+    dark,
  },

  // Spacing system - uses CSS variables
@@ -58,6 +58,7 @@ export interface AppConfig {
  timestampDefaultTsaUrl?: string;
  timestampCustomTsaUrls?: string[];
  timestampTsaPresets?: { label: string; url: string }[];
+  aiEngineEnabled?: boolean;
 }

 export type AppConfigBootstrapMode = "blocking" | "non-blocking";
@@ -0,0 +1,26 @@
+import { flushSync } from "react-dom";
+
+type ViewTransitionDoc = Document & {
+  startViewTransition?: (cb: () => void) => { finished: Promise<void> };
+};
+
+/**
+ * Run a state update inside a View Transition so the browser cross-fades
+ * (and morphs any elements sharing a {@code view-transition-name}) between
+ * the before/after DOMs.
+ *
+ * Falls back to a plain synchronous update when the API is unavailable
+ * (Firefox <130, JSDOM, motion-reduced preference).
+ */
+export function withViewTransition(update: () => void): Promise<void> {
+  if (typeof document === "undefined") {
+    update();
+    return Promise.resolve();
+  }
+  const doc = document as ViewTransitionDoc;
+  if (doc.startViewTransition) {
+    return doc.startViewTransition(() => flushSync(update)).finished;
+  }
+  update();
+  return Promise.resolve();
+}
@@ -8,6 +8,7 @@ import { CheckoutProvider } from "@app/contexts/CheckoutContext";
 import { UpgradeBannerInitializer } from "@app/components/shared/UpgradeBannerInitializer";
 import { ServerExperienceProvider } from "@app/contexts/ServerExperienceContext";
 import { UpdateSeatsProvider } from "@app/contexts/UpdateSeatsContext";
+import { ChatProvider } from "@app/components/chat/ChatContext";

 export function AppProviders({
  children,
@@ -25,7 +26,7 @@ export function AppProviders({
            <ServerExperienceProvider>
              <CheckoutProvider>
                <UpgradeBannerInitializer />
-                {children}
+                <ChatProvider>{children}</ChatProvider>
              </CheckoutProvider>
            </ServerExperienceProvider>
          </UpdateSeatsProvider>
@@ -0,0 +1,363 @@
+/* ─── Chat takeover ─────────────────────────────────────────────────────── */
+
+.agents-takeover {
+  position: absolute;
+  inset: 0;
+  display: flex;
+  flex-direction: column;
+  background: var(--bg-toolbar);
+  z-index: 5;
+  view-transition-name: agents-rail;
+}
+
+/* ─── Sidebar agents section ─────────────────────────────────────────────── */
+
+.agents-section {
+  padding: 0.5rem 0.75rem 0.875rem;
+  border-bottom: 1px solid var(--border-subtle);
+  background: var(--bg-toolbar);
+  flex-shrink: 0;
+  view-transition-name: agents-rail;
+}
+
+/* Hero button — real Stirling agent */
+.agent-button {
+  display: block;
+  width: 100%;
+  padding: 0.75rem;
+  border: 1px solid var(--border-subtle);
+  border-radius: 0.625rem;
+  background: var(--mantine-color-body);
+  transition:
+    background 150ms ease-out,
+    border-color 150ms ease-out;
+}
+
+.agent-button:hover {
+  border-color: color-mix(
+    in srgb,
+    var(--mantine-color-gray-4) 60%,
+    var(--border-subtle)
+  );
+  background: var(--mantine-color-default-hover);
+}
+
+.agent-button__logo {
+  display: inline-flex;
+  align-items: center;
+  justify-content: center;
+  color: var(--mantine-color-blue-filled);
+  flex-shrink: 0;
+}
+
+/* Coming-soon agent rows */
+.agents-sidebar-list {
+  display: flex;
+  flex-direction: column;
+  gap: 0.375rem;
+  margin-top: 0.375rem;
+}
+
+.agent-button--coming-soon {
+  display: block;
+  width: 100%;
+  padding: 0.75rem;
+  border: 1px solid var(--border-subtle);
+  border-radius: 0.625rem;
+  background: var(--mantine-color-body);
+  cursor: not-allowed !important;
+  opacity: 0.65;
+  transition:
+    opacity 180ms ease-out,
+    transform 180ms ease-out,
+    border-color 120ms ease-out;
+}
+
+@starting-style {
+  .agent-button--coming-soon {
+    opacity: 0;
+    transform: translateY(5px);
+  }
+}
+
+.agent-button--coming-soon:hover {
+  opacity: 0.85;
+  border-color: color-mix(
+    in srgb,
+    var(--mantine-color-gray-4) 60%,
+    var(--border-subtle)
+  );
+  background: var(--mantine-color-default-hover);
+}
+
+.agent-button__icon-plain {
+  display: inline-flex;
+  align-items: center;
+  justify-content: center;
+  width: 1.75rem;
+  height: 1.75rem;
+  color: var(--mantine-color-dimmed);
+  flex-shrink: 0;
+}
+
+.agents-view-all {
+  all: unset;
+  display: block;
+  width: 100%;
+  margin-top: 0.375rem;
+  padding: 0.25rem 0.625rem;
+  font-size: 0.75rem;
+  font-weight: 500;
+  color: var(--mantine-color-dimmed);
+  text-align: center;
+  cursor: pointer;
+  opacity: 0.7;
+  border-radius: 0.375rem;
+  transition: opacity 120ms ease-out;
+  box-sizing: border-box;
+}
+
+.agents-view-all:hover {
+  opacity: 1;
+}
+
+/* Dark mode — sidebar */
+[data-mantine-color-scheme="dark"] .agent-button--coming-soon {
+  background: transparent;
+  border-color: color-mix(
+    in srgb,
+    var(--mantine-color-dark-4) 60%,
+    transparent
+  );
+}
+
+[data-mantine-color-scheme="dark"] .agent-button--coming-soon:hover {
+  border-color: var(--mantine-color-dark-3);
+  background: var(--mantine-color-dark-6);
+}
+
+[data-mantine-color-scheme="dark"] .agent-button {
+  background: transparent;
+  border-color: color-mix(
+    in srgb,
+    var(--mantine-color-dark-4) 60%,
+    transparent
+  );
+}
+
+[data-mantine-color-scheme="dark"] .agent-button:hover {
+  border-color: var(--mantine-color-dark-3);
+  background: var(--mantine-color-dark-6);
+}
+
+[data-mantine-color-scheme="dark"] .agent-button__logo {
+  color: var(--mantine-color-blue-3, var(--mantine-color-blue-filled));
+}
+
+/* ─── Collapsed-rail agent button ────────────────────────────────────────── */
+
+.agents-collapsed-btn {
+  display: inline-flex;
+  align-items: center;
+  justify-content: center;
+  width: 2rem;
+  height: 2rem;
+  padding: 0;
+  border: none;
+  border-radius: 0.5rem;
+  background: transparent;
+  color: var(--mantine-color-blue-filled);
+  cursor: pointer;
+  transition: background 120ms ease-out;
+}
+
+.agents-collapsed-btn:hover {
+  background: var(--mantine-color-default-hover);
+}
+
+/* ─── Fullscreen hero card ───────────────────────────────────────────────── */
+
+/*
+ * .tool-panel__fullscreen-group--agents gives the gradient border via the
+ * padding-box / border-box trick. We only override the padding-box with a
+ * very light tint so the card doesn't read as a colourful surface.
+ */
+.agents-hero {
+  padding: 1.25rem 1.5rem 1.5rem;
+  border-radius: 1rem;
+  background:
+    linear-gradient(
+        125deg,
+        color-mix(in srgb, var(--mantine-color-blue-1) 35%, white) 0%,
+        color-mix(in srgb, var(--mantine-color-violet-1) 45%, white) 50%,
+        color-mix(in srgb, var(--mantine-color-pink-0) 35%, white) 100%
+      )
+      padding-box,
+    linear-gradient(
+        135deg,
+        var(--mantine-color-blue-6) 0%,
+        var(--mantine-color-violet-6) 45%,
+        var(--mantine-color-pink-6) 100%
+      )
+      border-box;
+}
+
+/* Body: left CTA + right grid */
+.agents-hero__body {
+  display: flex;
+  gap: 2rem;
+  align-items: flex-start;
+}
+
+/* ── Left CTA — plain content, only the button inside is interactive ── */
+.agents-hero__cta {
+  display: flex;
+  flex-direction: column;
+  gap: 0;
+  flex: 0 0 18rem;
+  box-sizing: border-box;
+  padding: 0.25rem 0;
+}
+
+.agents-hero__cta-logo {
+  color: var(--mantine-color-blue-filled);
+  margin-bottom: 0.625rem;
+}
+
+.agents-hero__cta-headline {
+  font-size: 1.375rem;
+}
+
+.agents-hero__cta-btn {
+  all: unset;
+  margin-top: 1.25rem;
+  display: inline-flex;
+  align-items: center;
+  padding: 0.4375rem 1rem;
+  border-radius: 0.5rem;
+  background: var(--mantine-color-blue-6);
+  color: white;
+  font-size: 0.8125rem;
+  font-weight: 600;
+  line-height: 1;
+  width: fit-content;
+  cursor: pointer;
+  transition: background 0.15s ease;
+}
+
+.agents-hero__cta-btn:hover {
+  background: var(--mantine-color-blue-7);
+}
+
+.agents-hero__cta-btn:focus-visible {
+  outline: 2px solid var(--mantine-color-blue-5);
+  outline-offset: 3px;
+  border-radius: 0.5rem;
+}
+
+/* ── Right 2×3 grid — sizes to content, pushed to the right ── */
+.agents-hero__grid {
+  flex: 0 0 auto;
+  margin-left: auto;
+  display: grid;
+  /* auto columns: each column = widest item in that column */
+  grid-template-columns: repeat(2, auto);
+  gap: 0.625rem;
+  align-content: start;
+  align-self: start;
+}
+
+/* Solid white cards — no opacity so the white is opaque */
+.agents-hero__grid-item {
+  all: unset;
+  display: flex;
+  align-items: center;
+  gap: 0.75rem;
+  padding: 0.75rem 0.875rem;
+  border: 1px solid rgba(0, 0, 0, 0.07);
+  border-radius: 0.75rem;
+  background: var(--mantine-color-body);
+  cursor: not-allowed;
+  box-sizing: border-box;
+  box-shadow: 0 1px 3px rgba(0, 0, 0, 0.05);
+}
+
+.agents-hero__grid-icon {
+  display: inline-flex;
+  align-items: center;
+  justify-content: center;
+  flex-shrink: 0;
+  color: var(--mantine-color-blue-5);
+}
+
+.agents-hero__grid-body {
+  min-width: 0;
+  flex: 1;
+}
+
+/* ── Dark mode — fullscreen ── */
+[data-mantine-color-scheme="dark"] .agents-hero {
+  background:
+    linear-gradient(
+        125deg,
+        color-mix(in srgb, var(--mantine-color-blue-9) 55%, #1a1b2e) 0%,
+        color-mix(in srgb, var(--mantine-color-violet-9) 45%, #1a1b2e) 50%,
+        color-mix(in srgb, var(--mantine-color-pink-9) 40%, #1a1b2e) 100%
+      )
+      padding-box,
+    linear-gradient(
+        135deg,
+        var(--mantine-color-blue-6) 0%,
+        var(--mantine-color-violet-6) 45%,
+        var(--mantine-color-pink-6) 100%
+      )
+      border-box;
+}
+
+[data-mantine-color-scheme="dark"] .agents-hero__cta-logo {
+  color: var(--mantine-color-blue-3);
+}
+
+[data-mantine-color-scheme="dark"] .agents-hero__grid-item {
+  background: var(--fullscreen-bg-item);
+  border-color: var(--fullscreen-border-subtle-70);
+  box-shadow: none;
+}
+
+[data-mantine-color-scheme="dark"] .agents-hero__grid-icon {
+  color: var(--mantine-color-blue-3);
+}
+
+/* ─── agents-rail view transition — slide up ─────────────────────────────── */
+
+::view-transition-old(agents-rail) {
+  animation: vt-agents-out 150ms ease-out forwards;
+}
+
+::view-transition-new(agents-rail) {
+  animation: vt-agents-in 260ms cubic-bezier(0.22, 0.61, 0.36, 1) forwards;
+}
+
+@keyframes vt-agents-out {
+  to {
+    opacity: 0;
+  }
+}
+
+@keyframes vt-agents-in {
+  from {
+    opacity: 0;
+    transform: translateY(10px);
+  }
+  to {
+    opacity: 1;
+    transform: translateY(0);
+  }
+}
+
+@media (prefers-reduced-motion: reduce) {
+  ::view-transition-old(agents-rail),
+  ::view-transition-new(agents-rail) {
+    animation-duration: 1ms !important;
+  }
+}
@@ -0,0 +1,290 @@
+import { useState } from "react";
+import type { ElementType } from "react";
+import { Box, Group, Text, UnstyledButton } from "@mantine/core";
+import TableChartRoundedIcon from "@mui/icons-material/TableChartRounded";
+import SummarizeRoundedIcon from "@mui/icons-material/SummarizeRounded";
+import VisibilityOffRoundedIcon from "@mui/icons-material/VisibilityOffRounded";
+import GavelRoundedIcon from "@mui/icons-material/GavelRounded";
+import AssignmentRoundedIcon from "@mui/icons-material/AssignmentRounded";
+import CodeRoundedIcon from "@mui/icons-material/CodeRounded";
+import { useTranslation } from "react-i18next";
+import { useAppConfig } from "@app/contexts/AppConfigContext";
+import { useChat } from "@app/components/chat/ChatContext";
+import { ChatPanel } from "@app/components/chat/ChatPanel";
+import { Tooltip as AppTooltip } from "@app/components/shared/Tooltip";
+import { StirlingLogoOutline } from "@app/components/agents/StirlingLogoOutline";
+import { withViewTransition } from "@app/utils/viewTransition";
+import "@app/components/agents/AgentsPanel.css";
+
+interface ComingSoonAgent {
+  id: string;
+  name: string;
+  description: string;
+  Icon: ElementType;
+}
+
+const COMING_SOON_AGENTS: ComingSoonAgent[] = [
+  {
+    id: "data-extraction",
+    name: "Data Extraction",
+    description: "Extract tables & structured data",
+    Icon: TableChartRoundedIcon,
+  },
+  {
+    id: "doc-summary",
+    name: "Summariser",
+    description: "Summarise long documents",
+    Icon: SummarizeRoundedIcon,
+  },
+  {
+    id: "auto-redaction",
+    name: "Auto Redaction",
+    description: "Redact PII automatically",
+    Icon: VisibilityOffRoundedIcon,
+  },
+  {
+    id: "compliance",
+    name: "Compliance Check",
+    description: "Audit documents for compliance",
+    Icon: GavelRoundedIcon,
+  },
+  {
+    id: "form-filler",
+    name: "Form Filler",
+    description: "Fill PDF forms intelligently",
+    Icon: AssignmentRoundedIcon,
+  },
+  {
+    id: "pdf-to-markdown",
+    name: "PDF to Markdown",
+    description: "Convert PDFs to clean Markdown",
+    Icon: CodeRoundedIcon,
+  },
+];
+
+export function useAgentsEnabled(): boolean {
+  const { config } = useAppConfig();
+  return Boolean(config?.aiEngineEnabled);
+}
+
+export function useAgentChatOpen(): boolean {
+  const { isOpen } = useChat();
+  return isOpen;
+}
+
+const PREVIEW_COUNT = 3;
+
+/** Sidebar agents section — Stirling as hero CTA, coming-soon agents below. */
+export function AgentsSection() {
+  const { t } = useTranslation();
+  const { isOpen, setOpen } = useChat();
+  const enabled = useAgentsEnabled();
+  const [showAll, setShowAll] = useState(false);
+
+  if (!enabled || isOpen) return null;
+
+  const comingSoonLabel = t("agents.coming_soon", "Coming soon");
+  const visibleAgents = showAll
+    ? COMING_SOON_AGENTS
+    : COMING_SOON_AGENTS.slice(0, PREVIEW_COUNT);
+
+  return (
+    <Box className="agents-section" w="100%">
+      {/* Main Stirling agent — real and clickable */}
+      <UnstyledButton
+        className="agent-button agent-button--hero"
+        onClick={() => withViewTransition(() => setOpen(true))}
+        aria-label={t("agents.stirling_name", "Stirling")}
+      >
+        <Group gap="sm" wrap="nowrap" align="center">
+          <Box className="agent-button__logo">
+            <StirlingLogoOutline size={28} />
+          </Box>
+          <Box style={{ minWidth: 0, flex: 1 }}>
+            <Text size="sm" fw={600} truncate>
+              {t("agents.stirling_name", "Stirling")}
+            </Text>
+            <Text size="xs" c="dimmed" truncate>
+              {t(
+                "agents.stirling_description",
+                "Your general-purpose PDF assistant",
+              )}
+            </Text>
+          </Box>
+        </Group>
+      </UnstyledButton>
+
+      {/* Coming-soon agents */}
+      <div className="agents-sidebar-list">
+        {visibleAgents.map(({ id, name, description, Icon }) => (
+          <AppTooltip
+            key={id}
+            content={comingSoonLabel}
+            position="left"
+            arrow
+            delay={0}
+          >
+            <UnstyledButton
+              className="agent-button agent-button--coming-soon"
+              aria-disabled="true"
+              tabIndex={-1}
+            >
+              <Group gap="sm" wrap="nowrap" align="center">
+                <Box className="agent-button__icon-plain">
+                  <Icon sx={{ fontSize: "1.1rem" }} />
+                </Box>
+                <Box style={{ minWidth: 0, flex: 1 }}>
+                  <Text size="sm" fw={500} truncate>
+                    {name}
+                  </Text>
+                  <Text size="xs" c="dimmed" truncate>
+                    {description}
+                  </Text>
+                </Box>
+              </Group>
+            </UnstyledButton>
+          </AppTooltip>
+        ))}
+      </div>
+
+      {!showAll ? (
+        <button
+          type="button"
+          className="agents-view-all"
+          onClick={() => withViewTransition(() => setShowAll(true))}
+        >
+          {t("agents.view_all", "View all agents")} →
+        </button>
+      ) : (
+        <button
+          type="button"
+          className="agents-view-all"
+          onClick={() => withViewTransition(() => setShowAll(false))}
+        >
+          {t("agents.show_less", "Show less")} ↑
+        </button>
+      )}
+    </Box>
+  );
+}
+
+/** Icon-only agent button in the collapsed (minimised) right rail. */
+export function AgentsCollapsedButton({ onExpand }: { onExpand: () => void }) {
+  const { t } = useTranslation();
+  const { setOpen } = useChat();
+  const enabled = useAgentsEnabled();
+
+  if (!enabled) return null;
+
+  const label = t("agents.stirling_tooltip", "Stirling agent");
+
+  return (
+    <AppTooltip content={label} position="left" arrow delay={300}>
+      <UnstyledButton
+        onClick={() => {
+          onExpand();
+          setOpen(true);
+        }}
+        aria-label={label}
+        className="agents-collapsed-btn"
+      >
+        <StirlingLogoOutline size={22} />
+      </UnstyledButton>
+    </AppTooltip>
+  );
+}
+
+/**
+ * Fullscreen hero card — Stirling CTA on the left, 2×3 coming-soon grid on
+ * the right. Matches the gradient border of the other fullscreen category cards.
+ */
+export function AgentsFullscreenSection() {
+  const { t } = useTranslation();
+  const { isOpen, setOpen } = useChat();
+  const enabled = useAgentsEnabled();
+
+  if (!enabled || isOpen) return null;
+
+  const comingSoonLabel = t("agents.coming_soon", "Coming soon");
+
+  return (
+    <section
+      className="agents-hero tool-panel__fullscreen-group--agents"
+      aria-label={t("agents.section_title", "Agents")}
+    >
+      <div className="agents-hero__body">
+        {/* Left: Stirling content — only the button is interactive */}
+        <div className="agents-hero__cta">
+          <div className="agents-hero__cta-logo">
+            <StirlingLogoOutline size={36} />
+          </div>
+          <Text className="agents-hero__cta-headline" fw={700} lh={1.2} mt="xs">
+            {t("agents.stirling_full_name", "Stirling General Agent")}
+          </Text>
+          <Text size="sm" c="dimmed" mt={8} lh={1.55}>
+            {t(
+              "agents.stirling_long_description",
+              "General purpose PDF assistant that can run tools, create PDFs and extract insights from your documents.",
+            )}
+          </Text>
+          <button
+            type="button"
+            className="agents-hero__cta-btn"
+            onClick={() => withViewTransition(() => setOpen(true))}
+          >
+            {t("agents.start_chat", "Start chatting")} →
+          </button>
+        </div>
+
+        {/* Right: 2×3 grid of coming-soon agents */}
+        <div className="agents-hero__grid">
+          {COMING_SOON_AGENTS.map(({ id, name, description, Icon }) => (
+            <AppTooltip
+              key={id}
+              content={comingSoonLabel}
+              position="top"
+              arrow
+              delay={0}
+            >
+              <button
+                type="button"
+                className="agents-hero__grid-item"
+                aria-disabled="true"
+              >
+                <span className="agents-hero__grid-icon">
+                  <Icon sx={{ fontSize: "1rem" }} />
+                </span>
+                <div className="agents-hero__grid-body">
+                  <Text size="sm" fw={500} truncate>
+                    {name}
+                  </Text>
+                  <Text size="xs" c="dimmed" truncate>
+                    {description}
+                  </Text>
+                </div>
+              </button>
+            </AppTooltip>
+          ))}
+        </div>
+      </div>
+    </section>
+  );
+}
+
+/** Full-rail chat overlay rendered inside ToolPanel. */
+export function AgentsChatOverlay() {
+  const { t } = useTranslation();
+  const { isOpen, setOpen } = useChat();
+  const enabled = useAgentsEnabled();
+
+  if (!enabled || !isOpen) return null;
+
+  return (
+    <Box className="agents-takeover">
+      <ChatPanel
+        onBack={() => withViewTransition(() => setOpen(false))}
+        backLabel={t("agents.back_to_tools", "Back to tools")}
+      />
+    </Box>
+  );
+}
@@ -0,0 +1,21 @@
+/**
+ * A temp stirling logo, may change in future.
+ */
+export function StirlingLogoOutline({ size = 20 }: { size?: number }) {
+  return (
+    <svg
+      xmlns="http://www.w3.org/2000/svg"
+      width={size}
+      height={size}
+      viewBox="0 0 192 192"
+      fill="currentColor"
+      aria-hidden="true"
+    >
+      <path
+        d="M68.48 102.4 L184.73 6.45 L184.73 96.05 L68.48 192 Z"
+        opacity="0.5"
+      />
+      <path d="M7.26 95.83 L123.37 0 L123.37 89.5 L7.26 185.33 Z" />
+    </svg>
+  );
+}
@@ -0,0 +1,572 @@
+import {
+  createContext,
+  useContext,
+  useReducer,
+  useCallback,
+  useRef,
+  type ReactNode,
+} from "react";
+import { useAllFiles, useFileActions } from "@app/contexts/FileContext";
+import apiClient from "@app/services/apiClient";
+import { getAuthHeaders } from "@app/services/apiClientSetup";
+import { createChildStub } from "@app/contexts/file/fileActions";
+import {
+  createNewStirlingFileStub,
+  createStirlingFile,
+  type StirlingFileStub,
+} from "@app/types/fileContext";
+import type { ToolOperation } from "@app/types/file";
+
+export interface ChatMessage {
+  id: string;
+  role: "user" | "assistant";
+  content: string;
+  timestamp: number;
+  /**
+   * Tool endpoint paths executed during this assistant turn (e.g.
+   * {@code /api/v1/general/rotate-pdf}). Populated for assistant messages when the workflow
+   * ran one or more tools, in execution order. Undefined for user messages and for assistant
+   * turns that answered without running any tool.
+   */
+  toolsUsed?: string[];
+}
+
+export enum AiWorkflowPhase {
+  ANALYZING = "analyzing",
+  CALLING_ENGINE = "calling_engine",
+  EXTRACTING_CONTENT = "extracting_content",
+  EXECUTING_TOOL = "executing_tool",
+  PROCESSING = "processing",
+  ENGINE_PROGRESS = "engine_progress",
+}
+
+/**
+ * Engine-side progress detail for ENGINE_PROGRESS events. Mirrors the Python
+ * {@code ProgressEvent} discriminated union (engine/src/stirling/contracts/progress.py)
+ * and the Java {@code AiEngineProgressDetail} sealed interface; the {@code phase}
+ * string is the discriminator. Field names are camelCase because the engine
+ * serialises by alias.
+ */
+export interface WholeDocReadStartedDetail {
+  phase: "whole_doc_read_started";
+  question: string;
+  pages: number;
+  slices: number;
+}
+
+export interface WholeDocSliceDoneDetail {
+  phase: "whole_doc_slice_done";
+  completed: number;
+  total: number;
+  /** Page-range label, e.g. "pages=1-5". */
+  pages: string;
+  durationMs: number;
+  excerpts: number;
+  facts: number;
+}
+
+export interface WholeDocCompressionRoundDetail {
+  phase: "whole_doc_compression_round";
+  roundNumber: number;
+  notesIn: number;
+  groups: number;
+}
+
+export interface WholeDocReadDoneDetail {
+  phase: "whole_doc_read_done";
+  completed: number;
+  slices: number;
+  durationSeconds: number;
+}
+
+export type EngineProgressDetail =
+  | WholeDocReadStartedDetail
+  | WholeDocSliceDoneDetail
+  | WholeDocCompressionRoundDetail
+  | WholeDocReadDoneDetail;
+
+/**
+ * What we actually carry across the wire boundary: a known typed variant, or a
+ * forward-compat shape with just the discriminator string. The "unknown" arm
+ * exists so a new engine-side phase rolling out before a frontend update keeps
+ * rendering the generic processing message instead of crashing the union.
+ */
+export interface UnknownEngineProgressDetail {
+  phase: string;
+}
+
+export type AnyEngineProgressDetail =
+  | EngineProgressDetail
+  | UnknownEngineProgressDetail;
+
+const KNOWN_ENGINE_PHASES = new Set<string>([
+  "whole_doc_read_started",
+  "whole_doc_slice_done",
+  "whole_doc_compression_round",
+  "whole_doc_read_done",
+]);
+
+export function isKnownEngineProgressDetail(
+  detail: AnyEngineProgressDetail,
+): detail is EngineProgressDetail {
+  return KNOWN_ENGINE_PHASES.has(detail.phase);
+}
+
+export interface AiWorkflowProgress {
+  phase: AiWorkflowPhase;
+  /** Tool endpoint path currently executing, for EXECUTING_TOOL events. */
+  tool?: string;
+  /** 1-based step index, for EXECUTING_TOOL events. */
+  stepIndex?: number;
+  /** Total number of plan steps, for EXECUTING_TOOL events. */
+  stepCount?: number;
+  /**
+   * Engine-side event payload, for ENGINE_PROGRESS events. Typed sub-phase
+   * record (e.g. {@link WholeDocSliceDoneDetail}) the UI can render in detail.
+   */
+  engineDetail?: AnyEngineProgressDetail;
+}
+
+type AiWorkflowOutcome =
+  | "answer"
+  | "not_found"
+  | "need_content"
+  | "plan"
+  | "need_clarification"
+  | "cannot_do"
+  | "tool_call"
+  | "completed"
+  | "unsupported_capability"
+  | "cannot_continue";
+
+interface AiWorkflowResultFile {
+  /** Stirling file ID — download with /api/v1/general/files/{fileId}. */
+  fileId: string;
+  fileName: string;
+  contentType: string;
+}
+
+interface AiWorkflowResponse {
+  outcome: AiWorkflowOutcome;
+  answer?: string;
+  summary?: string;
+  rationale?: string;
+  reason?: string;
+  question?: string;
+  capability?: string;
+  message?: string;
+  evidence?: Array<{ pageNumber: number; text: string }>;
+  steps?: Array<Record<string, unknown>>;
+  /** Every file produced by the workflow (empty if the outcome has no files). */
+  resultFiles?: AiWorkflowResultFile[];
+  // Legacy single-file fields — mirror the first entry of resultFiles.
+  fileId?: string;
+  fileName?: string;
+  contentType?: string;
+}
+
+interface ChatState {
+  messages: ChatMessage[];
+  isOpen: boolean;
+  isLoading: boolean;
+  progress: AiWorkflowProgress | null;
+}
+
+type ChatAction =
+  | { type: "ADD_MESSAGE"; message: ChatMessage }
+  | { type: "SET_LOADING"; loading: boolean }
+  | { type: "SET_PROGRESS"; progress: AiWorkflowProgress | null }
+  | { type: "TOGGLE_OPEN" }
+  | { type: "SET_OPEN"; open: boolean }
+  | { type: "CLEAR" };
+
+function chatReducer(state: ChatState, action: ChatAction): ChatState {
+  switch (action.type) {
+    case "ADD_MESSAGE":
+      return { ...state, messages: [...state.messages, action.message] };
+    case "SET_LOADING":
+      return { ...state, isLoading: action.loading };
+    case "SET_PROGRESS":
+      return { ...state, progress: action.progress };
+    case "TOGGLE_OPEN":
+      return { ...state, isOpen: !state.isOpen };
+    case "SET_OPEN":
+      return { ...state, isOpen: action.open };
+    case "CLEAR":
+      return { ...state, messages: [], isLoading: false, progress: null };
+  }
+}
+
+function formatWorkflowResponse(data: AiWorkflowResponse): string {
+  switch (data.outcome) {
+    case "answer":
+    case "completed":
+      return data.answer ?? data.summary ?? "Done.";
+    case "need_clarification":
+      return data.question ?? "Could you clarify your request?";
+    case "cannot_do":
+      return data.reason ?? "I'm unable to do that.";
+    case "not_found":
+      return data.reason ?? "I couldn't find the requested information.";
+    case "unsupported_capability":
+      return (
+        data.message ??
+        `Unsupported capability: ${data.capability ?? "unknown"}`
+      );
+    case "cannot_continue":
+      return data.reason ?? "Something went wrong and I can't continue.";
+    case "plan":
+      return data.rationale
+        ? `${data.rationale}\n\n${(data.steps ?? []).map((s, i) => `${i + 1}. ${JSON.stringify(s)}`).join("\n")}`
+        : JSON.stringify(data.steps, null, 2);
+    case "need_content":
+    case "tool_call":
+      return (
+        data.rationale ?? data.summary ?? `Processing (${data.outcome})...`
+      );
+    default:
+      return (
+        data.answer ?? data.summary ?? data.message ?? JSON.stringify(data)
+      );
+  }
+}
+
+/**
+ * Parses an SSE text stream and invokes callbacks for each named event.
+ */
+interface ProgressEvent {
+  phase: string;
+  timestamp: number;
+  tool?: string;
+  stepIndex?: number;
+  stepCount?: number;
+  engineDetail?: AnyEngineProgressDetail;
+}
+
+async function consumeSSEStream(
+  response: Response,
+  handlers: {
+    onProgress: (data: ProgressEvent) => void;
+    onResult: (data: AiWorkflowResponse) => void;
+    onError: (data: { message: string }) => void;
+  },
+) {
+  if (!response.body) {
+    throw new Error("Response body is null");
+  }
+  const reader = response.body.getReader();
+  const decoder = new TextDecoder();
+  let buffer = "";
+  let currentEvent = "";
+
+  for (;;) {
+    const { done, value } = await reader.read();
+    if (done) break;
+    buffer += decoder.decode(value, { stream: true });
+
+    // SSE frames are separated by double newlines
+    let boundary = buffer.indexOf("\n\n");
+    while (boundary !== -1) {
+      const frame = buffer.slice(0, boundary);
+      buffer = buffer.slice(boundary + 2);
+
+      let dataPayload = "";
+      for (const line of frame.split("\n")) {
+        if (line.startsWith("event:")) {
+          currentEvent = line.slice(6).trim();
+        } else if (line.startsWith("data:")) {
+          dataPayload += line.slice(5);
+        }
+      }
+
+      if (dataPayload) {
+        try {
+          const parsed = JSON.parse(dataPayload);
+          if (currentEvent === "progress") {
+            handlers.onProgress(parsed);
+          } else if (currentEvent === "result") {
+            handlers.onResult(parsed);
+          } else if (currentEvent === "error") {
+            handlers.onError(parsed);
+          }
+        } catch {
+          // Skip malformed JSON frames
+        }
+      }
+      currentEvent = "";
+      boundary = buffer.indexOf("\n\n");
+    }
+  }
+}
+
+interface ChatContextValue {
+  messages: ChatMessage[];
+  isOpen: boolean;
+  isLoading: boolean;
+  progress: AiWorkflowProgress | null;
+  toggleOpen: () => void;
+  setOpen: (open: boolean) => void;
+  sendMessage: (content: string) => Promise<void>;
+  /** Abort any in-flight request and reset the chat to an empty conversation. */
+  clearChat: () => void;
+}
+
+const ChatContext = createContext<ChatContextValue | null>(null);
+
+const initialState: ChatState = {
+  messages: [],
+  isOpen: false,
+  isLoading: false,
+  progress: null,
+};
+
+export function ChatProvider({ children }: { children: ReactNode }) {
+  const [state, dispatch] = useReducer(chatReducer, initialState);
+  const { files: activeFiles, fileStubs: activeFileStubs } = useAllFiles();
+  const { actions: fileActions } = useFileActions();
+  const abortRef = useRef<AbortController | null>(null);
+  const messagesRef = useRef<ChatMessage[]>(state.messages);
+  messagesRef.current = state.messages;
+
+  // Download a File from the Stirling files endpoint.
+  const downloadFile = useCallback(
+    async (descriptor: AiWorkflowResultFile): Promise<File> => {
+      const response = await apiClient.get<Blob>(
+        `/api/v1/general/files/${descriptor.fileId}`,
+        { responseType: "blob" },
+      );
+      return new File([response.data], descriptor.fileName, {
+        type: descriptor.contentType ?? response.data.type,
+      });
+    },
+    [],
+  );
+
+  // Import the files produced by an AI workflow result into FileContext.
+  //
+  // If the workflow produced the same number of outputs as inputs, map each output to its
+  // corresponding input as a new version in the same chain. Otherwise (merge, split, etc.)
+  // add the outputs as new root files.
+  const importResultFile = useCallback(
+    async (
+      result: AiWorkflowResponse,
+      sourceStubs: StirlingFileStub[],
+    ): Promise<void> => {
+      const descriptors = result.resultFiles?.length
+        ? result.resultFiles
+        : result.fileId && result.fileName && result.contentType
+          ? [
+              {
+                fileId: result.fileId,
+                fileName: result.fileName,
+                contentType: result.contentType,
+              } satisfies AiWorkflowResultFile,
+            ]
+          : [];
+      if (descriptors.length === 0) return;
+
+      const files = await Promise.all(descriptors.map(downloadFile));
+
+      const operation: ToolOperation = {
+        toolId: "ai-workflow",
+        timestamp: Date.now(),
+      };
+      const isVersionMapping =
+        sourceStubs.length > 0 && files.length === sourceStubs.length;
+      const stubs = files.map((file, i) =>
+        isVersionMapping
+          ? createChildStub(sourceStubs[i], operation, file)
+          : createNewStirlingFileStub(file),
+      );
+      const stirlingFiles = files.map((file, i) =>
+        createStirlingFile(file, stubs[i].id),
+      );
+
+      if (sourceStubs.length > 0) {
+        // Always consume the inputs so merge/split inputs are removed from the workbench.
+        // For 1:1 operations (rotate, compress) the outputs carry the version chain; for
+        // merge/split they're fresh roots.
+        await fileActions.consumeFiles(
+          sourceStubs.map((s) => s.id),
+          stirlingFiles,
+          stubs,
+        );
+      } else {
+        // No inputs were provided (unlikely for completed workflows, but handle it safely).
+        await fileActions.addFiles(files, { selectFiles: true });
+      }
+    },
+    [fileActions, downloadFile],
+  );
+
+  const toggleOpen = useCallback(() => dispatch({ type: "TOGGLE_OPEN" }), []);
+  const setOpen = useCallback(
+    (open: boolean) => dispatch({ type: "SET_OPEN", open }),
+    [],
+  );
+  const clearChat = useCallback(() => {
+    abortRef.current?.abort();
+    abortRef.current = null;
+    dispatch({ type: "CLEAR" });
+  }, []);
+
+  const sendMessage = useCallback(
+    async (content: string) => {
+      // Abort any in-flight request
+      abortRef.current?.abort();
+      const controller = new AbortController();
+      abortRef.current = controller;
+
+      const priorMessages = messagesRef.current;
+
+      const userMessage: ChatMessage = {
+        id: crypto.randomUUID(),
+        role: "user",
+        content,
+        timestamp: Date.now(),
+      };
+      dispatch({ type: "ADD_MESSAGE", message: userMessage });
+      dispatch({ type: "SET_LOADING", loading: true });
+      dispatch({ type: "SET_PROGRESS", progress: null });
+
+      try {
+        const formData = new FormData();
+        formData.append("userMessage", content);
+        activeFiles.forEach((file, i) => {
+          formData.append(`fileInputs[${i}].fileInput`, file);
+        });
+        priorMessages.forEach((message, i) => {
+          formData.append(`conversationHistory[${i}].role`, message.role);
+          formData.append(`conversationHistory[${i}].content`, message.content);
+        });
+
+        const response = await fetch("/api/v1/ai/orchestrate/stream", {
+          method: "POST",
+          body: formData,
+          headers: getAuthHeaders(),
+          credentials: "include",
+          signal: controller.signal,
+        });
+
+        if (!response.ok) {
+          throw new Error(`AI engine request failed: ${response.status}`);
+        }
+
+        let receivedResult = false;
+        const toolsUsed: string[] = [];
+
+        await consumeSSEStream(response, {
+          onProgress: (data) => {
+            if (
+              data.phase === AiWorkflowPhase.EXECUTING_TOOL &&
+              typeof data.tool === "string"
+            ) {
+              toolsUsed.push(data.tool);
+            }
+            dispatch({
+              type: "SET_PROGRESS",
+              progress: {
+                phase: data.phase as AiWorkflowPhase,
+                tool: data.tool,
+                stepIndex: data.stepIndex,
+                stepCount: data.stepCount,
+                engineDetail: data.engineDetail,
+              },
+            });
+          },
+          onResult: (data) => {
+            receivedResult = true;
+            dispatch({ type: "SET_PROGRESS", progress: null });
+            const replyContent = formatWorkflowResponse(data);
+            dispatch({
+              type: "ADD_MESSAGE",
+              message: {
+                id: crypto.randomUUID(),
+                role: "assistant",
+                content: replyContent,
+                timestamp: Date.now(),
+                toolsUsed: toolsUsed.length > 0 ? toolsUsed : undefined,
+              },
+            });
+            if (data.fileId || data.resultFiles?.length) {
+              importResultFile(data, activeFileStubs).catch((err) => {
+                console.error("Failed to import AI result file", err);
+                dispatch({
+                  type: "ADD_MESSAGE",
+                  message: {
+                    id: crypto.randomUUID(),
+                    role: "assistant",
+                    content:
+                      "The file was processed but I couldn't download it.",
+                    timestamp: Date.now(),
+                  },
+                });
+              });
+            }
+          },
+          onError: (data) => {
+            receivedResult = true;
+            dispatch({ type: "SET_PROGRESS", progress: null });
+            dispatch({
+              type: "ADD_MESSAGE",
+              message: {
+                id: crypto.randomUUID(),
+                role: "assistant",
+                content: data.message || "Something went wrong.",
+                timestamp: Date.now(),
+              },
+            });
+          },
+        });
+
+        if (!receivedResult) {
+          throw new Error("Stream ended without a result");
+        }
+      } catch (e) {
+        if ((e as Error).name === "AbortError") return;
+        dispatch({ type: "SET_PROGRESS", progress: null });
+        dispatch({
+          type: "ADD_MESSAGE",
+          message: {
+            id: crypto.randomUUID(),
+            role: "assistant",
+            content:
+              "Failed to get a response. The AI engine may not be available yet.",
+            timestamp: Date.now(),
+          },
+        });
+      } finally {
+        dispatch({ type: "SET_LOADING", loading: false });
+        if (abortRef.current === controller) {
+          abortRef.current = null;
+        }
+      }
+    },
+    [activeFiles, activeFileStubs, importResultFile],
+  );
+
+  return (
+    <ChatContext.Provider
+      value={{
+        messages: state.messages,
+        isOpen: state.isOpen,
+        isLoading: state.isLoading,
+        progress: state.progress,
+        toggleOpen,
+        setOpen,
+        sendMessage,
+        clearChat,
+      }}
+    >
+      {children}
+    </ChatContext.Provider>
+  );
+}
+
+export function useChat(): ChatContextValue {
+  const context = useContext(ChatContext);
+  if (!context) {
+    throw new Error("useChat must be used within a ChatProvider");
+  }
+  return context;
+}
@@ -0,0 +1,309 @@
+.chat-panel {
+  display: flex;
+  flex-direction: column;
+  /* Match the right-rail toolbar background so dark-mode doesn't show a
+     lighter card behind the chat, and so the agent-card → pill morph
+     doesn't flash a different colour mid-transition. */
+  background: var(--bg-toolbar);
+}
+
+.chat-panel--embedded {
+  height: 100%;
+  width: 100%;
+}
+
+/* Top header: agent pill + close. */
+.chat-panel__header {
+  display: flex;
+  align-items: center;
+  gap: 0.5rem;
+  padding: 1rem 1rem 0.75rem;
+  flex-shrink: 0;
+}
+
+.chat-panel__agent-pill {
+  display: inline-flex;
+  align-items: center;
+  gap: 0.5rem;
+  flex: 1;
+  min-width: 0;
+  padding: 0.4rem 0.75rem 0.4rem 0.4rem;
+  border: 1px solid var(--border-subtle);
+  border-radius: 9999px;
+  background: var(--mantine-color-body);
+  cursor: pointer;
+  transition:
+    background 120ms ease-out,
+    border-color 120ms ease-out;
+  /* Pair with .agent-button to morph between the card and the pill. */
+  view-transition-name: stirling-agent;
+}
+
+/* Match the active-tool morph timing for a consistent rail feel. */
+::view-transition-group(stirling-agent),
+::view-transition-old(stirling-agent),
+::view-transition-new(stirling-agent) {
+  animation-duration: 220ms;
+  animation-timing-function: cubic-bezier(0.32, 0.72, 0, 1);
+}
+
+.chat-panel__agent-pill:hover {
+  background: var(--mantine-color-default-hover);
+}
+
+.chat-panel__agent-pill-icon {
+  display: inline-flex;
+  align-items: center;
+  justify-content: center;
+  width: 1.75rem;
+  height: 1.75rem;
+  border-radius: 9999px;
+  background: var(--mantine-color-blue-light);
+  color: var(--mantine-color-blue-filled);
+  flex-shrink: 0;
+}
+
+/* Dark-mode: let the pill blend into the rail. Just a thin border, no fill —
+   so it doesn't read as a clashing lighter card on the dark toolbar. */
+[data-mantine-color-scheme="dark"] .chat-panel__agent-pill {
+  background: transparent;
+  border-color: var(--border-subtle);
+}
+
+[data-mantine-color-scheme="dark"] .chat-panel__agent-pill:hover {
+  background: rgba(255, 255, 255, 0.04);
+}
+
+[data-mantine-color-scheme="dark"] .chat-panel__agent-pill-icon {
+  background: color-mix(
+    in srgb,
+    var(--mantine-color-blue-filled) 18%,
+    transparent
+  );
+  color: var(--mantine-color-blue-3, var(--mantine-color-blue-filled));
+}
+
+/* Same treatment for the input pill and quick-action cards. */
+[data-mantine-color-scheme="dark"] .chat-panel-input {
+  background: transparent;
+  box-shadow:
+    0 0 0 1px var(--border-subtle),
+    0 6px 16px rgba(0, 0, 0, 0.25);
+}
+
+[data-mantine-color-scheme="dark"] .chat-panel-input:focus-within {
+  box-shadow:
+    0 0 0 1px color-mix(in srgb, var(--mantine-color-blue-3) 40%, transparent),
+    0 8px 22px color-mix(in srgb, var(--mantine-color-blue-6) 18%, transparent);
+}
+
+[data-mantine-color-scheme="dark"] .chat-quick-action {
+  background: transparent;
+}
+
+[data-mantine-color-scheme="dark"] .chat-quick-action:hover {
+  background: rgba(255, 255, 255, 0.04);
+  border-color: var(--border-subtle);
+}
+
+.chat-panel__agent-pill-label {
+  font-size: 0.95rem;
+  font-weight: 600;
+  flex: 1;
+  text-align: left;
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+}
+
+.chat-panel-messages {
+  flex: 1;
+  min-height: 0;
+}
+
+/* Quick action cards above the input. */
+.chat-panel__quick-actions {
+  display: flex;
+  flex-direction: column;
+  gap: 0.5rem;
+  padding: 0.75rem 0.75rem 0.25rem;
+  flex-shrink: 0;
+}
+
+.chat-panel__quick-actions-label {
+  font-size: 0.95rem;
+  font-weight: 600;
+  margin-top: 0.25rem;
+  margin-bottom: 0.1rem;
+}
+
+/* File pills shown above the quick actions when files are loaded. */
+.chat-file-pills {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 0.35rem;
+  align-items: center;
+}
+
+.chat-file-pill {
+  display: inline-flex;
+  align-items: center;
+  gap: 0.3rem;
+  max-width: 11rem;
+  padding: 0.2rem 0.35rem 0.2rem 0.45rem;
+  border: 1px solid var(--mantine-color-blue-light);
+  border-radius: 9999px;
+  background: var(--mantine-color-blue-light);
+  color: var(--mantine-color-blue-filled);
+  font-size: 0.8rem;
+  font-weight: 500;
+  line-height: 1.1;
+}
+
+.chat-file-pill__icon {
+  flex-shrink: 0;
+}
+
+.chat-file-pill__label {
+  flex: 1;
+  min-width: 0;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  white-space: nowrap;
+}
+
+.chat-file-pill__remove {
+  display: inline-flex;
+  align-items: center;
+  justify-content: center;
+  width: 1rem;
+  height: 1rem;
+  padding: 0;
+  border: none;
+  border-radius: 9999px;
+  background: transparent;
+  color: inherit;
+  cursor: pointer;
+  opacity: 0.7;
+  transition:
+    background 120ms ease-out,
+    opacity 120ms ease-out;
+}
+
+.chat-file-pill__remove:hover {
+  background: var(--mantine-color-default-hover);
+  opacity: 1;
+}
+
+.chat-file-pill--more {
+  background: transparent;
+  border: 1px dashed var(--border-subtle);
+  color: var(--text-muted);
+  cursor: pointer;
+  padding: 0.2rem 0.55rem;
+}
+
+.chat-file-pill--more:hover {
+  background: var(--mantine-color-default-hover);
+}
+
+.chat-quick-action {
+  display: block;
+  width: 100%;
+  padding: 0.6rem 0.75rem;
+  border: 1px solid var(--border-subtle);
+  border-radius: 0.65rem;
+  background: var(--mantine-color-body);
+  transition:
+    background 120ms ease-out,
+    border-color 120ms ease-out;
+}
+
+.chat-quick-action:hover {
+  background: var(--mantine-color-default-hover);
+  border-color: var(--mantine-color-default-border);
+}
+
+.chat-quick-action__icon {
+  display: inline-flex;
+  align-items: center;
+  justify-content: center;
+  width: 2rem;
+  height: 2rem;
+  border-radius: 0.5rem;
+  background: var(--mantine-color-blue-light);
+  color: var(--mantine-color-blue-filled);
+  flex-shrink: 0;
+}
+
+/* Input area: textarea on top row, action icons on bottom row. */
+.chat-panel-input {
+  display: flex;
+  flex-direction: column;
+  gap: 0.5rem;
+  padding: 0.85rem 1rem 0.75rem;
+  margin: 0.75rem 0.75rem 1rem;
+  border: none;
+  border-radius: 1.1rem;
+  background: var(--mantine-color-body);
+  flex-shrink: 0;
+  box-shadow:
+    0 0 0 1px rgba(0, 0, 0, 0.04),
+    0 4px 14px rgba(15, 23, 42, 0.08);
+  transition: box-shadow 160ms ease-out;
+}
+
+.chat-panel-input:focus-within {
+  box-shadow:
+    0 0 0 1px color-mix(in srgb, var(--mantine-color-blue-6) 20%, transparent),
+    0 6px 18px color-mix(in srgb, var(--mantine-color-blue-6) 12%, transparent);
+}
+
+/* Kill the Mantine Textarea's own border/outline — the wrapper owns the chrome. */
+.chat-panel-input__field,
+.chat-panel-input__field:focus,
+.chat-panel-input__field:focus-visible {
+  font-size: 0.95rem;
+  padding: 0.15rem 0 !important;
+  background: transparent !important;
+  border: none !important;
+  outline: none !important;
+  box-shadow: none !important;
+}
+
+.chat-panel-input__actions {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+}
+
+/* Message layout */
+.chat-message {
+  display: flex;
+}
+
+.chat-message-user {
+  justify-content: flex-end;
+}
+
+.chat-message-assistant {
+  justify-content: flex-start;
+}
+
+/* Bubble styling */
+.chat-bubble {
+  max-width: 85%;
+}
+
+.chat-bubble-user {
+  background: var(--mantine-color-blue-filled) !important;
+  color: white !important;
+}
+
+.chat-bubble-user * {
+  color: white !important;
+}
+
+.chat-bubble-assistant {
+  background: var(--mantine-color-default-hover) !important;
+}
@@ -0,0 +1,359 @@
+import {
+  useMemo,
+  useRef,
+  useEffect,
+  useState,
+  type KeyboardEvent,
+} from "react";
+import { useTranslation } from "react-i18next";
+import {
+  ActionIcon,
+  Box,
+  Collapse,
+  Group,
+  List,
+  Loader,
+  Menu,
+  Paper,
+  ScrollArea,
+  Stack,
+  Text,
+  Textarea,
+  UnstyledButton,
+} from "@mantine/core";
+import ArrowUpwardIcon from "@mui/icons-material/ArrowUpward";
+import CloseIcon from "@mui/icons-material/Close";
+import DeleteSweepIcon from "@mui/icons-material/DeleteSweep";
+import ExpandLessIcon from "@mui/icons-material/ExpandLess";
+import ExpandMoreIcon from "@mui/icons-material/ExpandMore";
+import KeyboardArrowDownIcon from "@mui/icons-material/KeyboardArrowDown";
+import {
+  useChat,
+  AiWorkflowPhase,
+  isKnownEngineProgressDetail,
+  type AiWorkflowProgress,
+  type AnyEngineProgressDetail,
+} from "@app/components/chat/ChatContext";
+import { useTranslatedToolCatalog } from "@app/data/useTranslatedToolRegistry";
+import { StirlingLogoOutline } from "@app/components/agents/StirlingLogoOutline";
+import { ChatQuickActions } from "@app/components/chat/ChatQuickActions";
+import "@app/components/chat/ChatPanel.css";
+
+type TranslateFn = (key: string, options?: Record<string, unknown>) => string;
+
+/** Resolver mapping a tool endpoint path to its translated display name. */
+type ToolNameResolver = (endpoint: string) => string | null;
+
+/**
+ * Look up a tool's translated name from the tool catalog. The catalog's {@code operationConfig}
+ * exposes the full API endpoint path for each tool, so we key the lookup on the exact path that
+ * arrives in SSE progress events — no string parsing.
+ */
+function useToolNameResolver(): ToolNameResolver {
+  const { allTools } = useTranslatedToolCatalog();
+  return useMemo(() => {
+    const nameByEndpoint = new Map<string, string>();
+    Object.values(allTools).forEach((tool) => {
+      const endpoint = tool.operationConfig?.endpoint;
+      if (typeof endpoint === "string") {
+        nameByEndpoint.set(endpoint, tool.name);
+      }
+    });
+    return (endpoint: string) => nameByEndpoint.get(endpoint) ?? null;
+  }, [allTools]);
+}
+
+function formatProgress(
+  progress: AiWorkflowProgress,
+  t: TranslateFn,
+  resolveToolName: ToolNameResolver,
+): string {
+  if (progress.phase === AiWorkflowPhase.EXECUTING_TOOL && progress.tool) {
+    const tool = resolveToolName(progress.tool);
+    const hasSteps =
+      progress.stepIndex != null &&
+      progress.stepCount != null &&
+      progress.stepCount > 1;
+    if (tool) {
+      return hasSteps
+        ? t("chat.progress.executing_tool_step", {
+            tool,
+            step: progress.stepIndex,
+            total: progress.stepCount,
+          })
+        : t("chat.progress.executing_tool_single", { tool });
+    }
+    return hasSteps
+      ? t("chat.progress.executing_tool_generic_step", {
+          step: progress.stepIndex,
+          total: progress.stepCount,
+        })
+      : t("chat.progress.executing_tool_generic");
+  }
+  if (progress.phase === AiWorkflowPhase.ENGINE_PROGRESS) {
+    return formatEngineProgress(progress.engineDetail, t);
+  }
+  return t(`chat.progress.${progress.phase}`);
+}
+
+function formatEngineProgress(
+  detail: AnyEngineProgressDetail | undefined,
+  t: TranslateFn,
+): string {
+  if (!detail || !isKnownEngineProgressDetail(detail)) {
+    return t("chat.progress.processing");
+  }
+  switch (detail.phase) {
+    case "whole_doc_read_started":
+      return t("chat.progress.whole_doc_read_started");
+    case "whole_doc_slice_done": {
+      const percent =
+        detail.total > 0
+          ? Math.round((detail.completed / detail.total) * 100)
+          : 0;
+      return t("chat.progress.whole_doc_slice_done", { percent });
+    }
+    case "whole_doc_compression_round":
+      return t("chat.progress.whole_doc_compression_round");
+    case "whole_doc_read_done":
+      return t("chat.progress.whole_doc_read_done");
+  }
+}
+
+function ToolsUsedBlock({
+  tools,
+  resolveToolName,
+  t,
+}: {
+  tools: string[];
+  resolveToolName: ToolNameResolver;
+  t: TranslateFn;
+}) {
+  const [expanded, setExpanded] = useState(false);
+  const names = tools.map(
+    (endpoint) => resolveToolName(endpoint) ?? t("chat.toolsUsed.unknownTool"),
+  );
+  const label = t("chat.toolsUsed.summary", { count: tools.length });
+  return (
+    <Box mt={6}>
+      <UnstyledButton
+        onClick={() => setExpanded((v) => !v)}
+        aria-expanded={expanded}
+      >
+        <Group gap={4} wrap="nowrap">
+          {expanded ? (
+            <ExpandLessIcon sx={{ fontSize: 14 }} />
+          ) : (
+            <ExpandMoreIcon sx={{ fontSize: 14 }} />
+          )}
+          <Text size="xs" c="dimmed">
+            {label}
+          </Text>
+        </Group>
+      </UnstyledButton>
+      <Collapse in={expanded}>
+        <List
+          type="ordered"
+          size="xs"
+          mt={4}
+          pl="lg"
+          styles={{ itemWrapper: { lineHeight: 1.4 } }}
+        >
+          {names.map((name, i) => (
+            <List.Item key={i}>{name}</List.Item>
+          ))}
+        </List>
+      </Collapse>
+    </Box>
+  );
+}
+
+function ChatMessageBubble({
+  role,
+  content,
+  toolsUsed,
+  resolveToolName,
+  t,
+}: {
+  role: "user" | "assistant";
+  content: string;
+  toolsUsed?: string[];
+  resolveToolName: ToolNameResolver;
+  t: TranslateFn;
+}) {
+  return (
+    <div className={`chat-message chat-message-${role}`}>
+      <Paper className={`chat-bubble chat-bubble-${role}`} p="xs" radius="md">
+        <Text size="sm" style={{ whiteSpace: "pre-wrap" }}>
+          {content}
+        </Text>
+        {toolsUsed && toolsUsed.length > 0 && (
+          <ToolsUsedBlock
+            tools={toolsUsed}
+            resolveToolName={resolveToolName}
+            t={t}
+          />
+        )}
+      </Paper>
+    </div>
+  );
+}
+
+export interface ChatPanelProps {
+  /** Called when the user closes the chat to return to the tool list. */
+  onBack: () => void;
+  /** Accessible label for the close button. */
+  backLabel: string;
+}
+
+export function ChatPanel({ onBack, backLabel }: ChatPanelProps) {
+  const { t } = useTranslation();
+  const { messages, isLoading, progress, sendMessage, clearChat } = useChat();
+  const resolveToolName = useToolNameResolver();
+  const [input, setInput] = useState("");
+  const scrollRef = useRef<HTMLDivElement>(null);
+  const inputRef = useRef<HTMLTextAreaElement>(null);
+
+  useEffect(() => {
+    if (scrollRef.current) {
+      scrollRef.current.scrollTo({
+        top: scrollRef.current.scrollHeight,
+        behavior: "smooth",
+      });
+    }
+  }, [messages]);
+
+  useEffect(() => {
+    inputRef.current?.focus();
+  }, []);
+
+  const handleSend = (override?: string) => {
+    const text = (override ?? input).trim();
+    if (!text || isLoading) return;
+    setInput("");
+    sendMessage(text);
+  };
+
+  const handleKeyDown = (e: KeyboardEvent<HTMLTextAreaElement>) => {
+    if (e.key === "Enter" && !e.shiftKey) {
+      e.preventDefault();
+      handleSend();
+    }
+  };
+
+  const showQuickActions = messages.length === 0 && !isLoading;
+
+  return (
+    <Box className="chat-panel chat-panel--embedded">
+      <div className="chat-panel__header">
+        <Menu shadow="md" width={220} position="bottom-start" withinPortal>
+          <Menu.Target>
+            <button
+              type="button"
+              className="chat-panel__agent-pill"
+              aria-label={t("chat.header.agentMenu", "Stirling agent options")}
+            >
+              <span className="chat-panel__agent-pill-icon">
+                <StirlingLogoOutline size={16} />
+              </span>
+              <span className="chat-panel__agent-pill-label">
+                {t("agents.stirling_name", "Stirling")}
+              </span>
+              <KeyboardArrowDownIcon
+                sx={{ fontSize: 18, color: "var(--text-muted)" }}
+              />
+            </button>
+          </Menu.Target>
+          <Menu.Dropdown>
+            <Menu.Item
+              leftSection={<DeleteSweepIcon sx={{ fontSize: 18 }} />}
+              onClick={clearChat}
+              disabled={messages.length === 0 && !isLoading}
+            >
+              {t("chat.header.clearChat", "Clear chat")}
+            </Menu.Item>
+          </Menu.Dropdown>
+        </Menu>
+        <ActionIcon
+          variant="subtle"
+          color="gray"
+          size="md"
+          radius="xl"
+          onClick={onBack}
+          aria-label={backLabel}
+        >
+          <CloseIcon sx={{ fontSize: 18 }} />
+        </ActionIcon>
+      </div>
+
+      <ScrollArea className="chat-panel-messages" viewportRef={scrollRef}>
+        <Stack gap="sm" p="sm">
+          {messages.map((msg) => (
+            <ChatMessageBubble
+              key={msg.id}
+              role={msg.role}
+              content={msg.content}
+              toolsUsed={msg.toolsUsed}
+              resolveToolName={resolveToolName}
+              t={t}
+            />
+          ))}
+          {isLoading && (
+            <div className="chat-message chat-message-assistant">
+              <Paper
+                className="chat-bubble chat-bubble-assistant"
+                p="xs"
+                radius="md"
+              >
+                <Group gap="xs" wrap="nowrap">
+                  <Loader size="xs" type="dots" />
+                  <Text size="sm" c="dimmed">
+                    {progress
+                      ? formatProgress(progress, t, resolveToolName)
+                      : t("chat.progress.thinking")}
+                  </Text>
+                </Group>
+              </Paper>
+            </div>
+          )}
+        </Stack>
+      </ScrollArea>
+
+      {showQuickActions && (
+        <ChatQuickActions
+          heading={t("chat.quickActions.heading", "Get started")}
+          onAction={(text) => handleSend(text)}
+        />
+      )}
+
+      <div className="chat-panel-input">
+        <Textarea
+          ref={inputRef}
+          placeholder={t("chat.input.placeholder", "What do you want to do?")}
+          value={input}
+          onChange={(e) => setInput(e.currentTarget.value)}
+          onKeyDown={handleKeyDown}
+          disabled={isLoading}
+          autosize
+          minRows={1}
+          maxRows={4}
+          variant="unstyled"
+          classNames={{ input: "chat-panel-input__field" }}
+        />
+        <div className="chat-panel-input__actions">
+          <ActionIcon
+            variant="filled"
+            color="blue"
+            radius="xl"
+            size="md"
+            onClick={() => handleSend()}
+            disabled={!input.trim() || isLoading}
+            aria-label={t("chat.input.send", "Send message")}
+          >
+            <ArrowUpwardIcon sx={{ fontSize: 16 }} />
+          </ActionIcon>
+        </div>
+      </div>
+    </Box>
+  );
+}
@@ -0,0 +1,303 @@
+import { useMemo } from "react";
+import { useTranslation } from "react-i18next";
+import { Box, Group, Stack, Text, UnstyledButton } from "@mantine/core";
+import CloseIcon from "@mui/icons-material/Close";
+import CompressIcon from "@mui/icons-material/Compress";
+import ContentCutIcon from "@mui/icons-material/ContentCut";
+import InsertDriveFileIcon from "@mui/icons-material/InsertDriveFileOutlined";
+import KeyboardArrowDownIcon from "@mui/icons-material/KeyboardArrowDown";
+import LayersIcon from "@mui/icons-material/Layers";
+import PictureAsPdfIcon from "@mui/icons-material/PictureAsPdf";
+import RotateRightIcon from "@mui/icons-material/RotateRight";
+import UploadFileIcon from "@mui/icons-material/UploadFile";
+import { useAllFiles, useFileActions } from "@app/contexts/FileContext";
+import { useFilesModalContext } from "@app/contexts/FilesModalContext";
+import { detectFileExtension, isPdfFile } from "@app/utils/fileUtils";
+import type { StirlingFileStub } from "@app/types/fileContext";
+
+const MAX_FILE_PILLS = 3;
+
+interface QuickAction {
+  key: string;
+  icon: React.ReactNode;
+  title: string;
+  subtitle?: string;
+  onClick: () => void;
+}
+
+function QuickActionCard({ action }: { action: QuickAction }) {
+  return (
+    <UnstyledButton
+      className="chat-quick-action"
+      onClick={action.onClick}
+      aria-label={action.title}
+    >
+      <Group gap="sm" wrap="nowrap" align="center">
+        <Box className="chat-quick-action__icon">{action.icon}</Box>
+        <Box style={{ minWidth: 0, flex: 1 }}>
+          <Text size="sm" fw={500}>
+            {action.title}
+          </Text>
+          {action.subtitle && (
+            <Text size="xs" c="dimmed" truncate>
+              {action.subtitle}
+            </Text>
+          )}
+        </Box>
+        <KeyboardArrowDownIcon
+          sx={{
+            fontSize: 18,
+            transform: "rotate(-90deg)",
+            color: "var(--text-muted)",
+          }}
+        />
+      </Group>
+    </UnstyledButton>
+  );
+}
+
+function WorkbenchFilePills({
+  stubs,
+  onOpenFilesModal,
+  onRemove,
+  moreLabel,
+  removeLabel,
+}: {
+  stubs: StirlingFileStub[];
+  onOpenFilesModal: () => void;
+  onRemove: (id: StirlingFileStub["id"]) => void;
+  moreLabel: (count: number) => string;
+  removeLabel: (name: string) => string;
+}) {
+  const visible = stubs.slice(0, MAX_FILE_PILLS);
+  const overflow = Math.max(0, stubs.length - visible.length);
+  return (
+    <div className="chat-file-pills">
+      {visible.map((stub) => (
+        <span key={stub.id} className="chat-file-pill">
+          <InsertDriveFileIcon
+            className="chat-file-pill__icon"
+            sx={{ fontSize: 14 }}
+          />
+          <span className="chat-file-pill__label" title={stub.name}>
+            {stub.name}
+          </span>
+          <button
+            type="button"
+            className="chat-file-pill__remove"
+            onClick={() => onRemove(stub.id)}
+            aria-label={removeLabel(stub.name)}
+          >
+            <CloseIcon sx={{ fontSize: 12 }} />
+          </button>
+        </span>
+      ))}
+      {overflow > 0 && (
+        <UnstyledButton
+          className="chat-file-pill chat-file-pill--more"
+          onClick={onOpenFilesModal}
+        >
+          {moreLabel(overflow)}
+        </UnstyledButton>
+      )}
+    </div>
+  );
+}
+
+interface WorkbenchSummary {
+  fileCount: number;
+  pdfCount: number;
+  nonPdfCount: number;
+  hasNonPdf: boolean;
+  singleFilePageCount: number | null;
+  typeBreakdown: { label: string; count: number }[];
+}
+
+function summariseWorkbench(stubs: StirlingFileStub[]): WorkbenchSummary {
+  const counts = new Map<string, number>();
+  let pdfCount = 0;
+  let nonPdfCount = 0;
+
+  for (const stub of stubs) {
+    const ext = detectFileExtension(stub.name ?? "");
+    const isPdf = isPdfFile({ name: stub.name, type: stub.type });
+    if (isPdf) pdfCount += 1;
+    else nonPdfCount += 1;
+    const label = ext ? ext.toUpperCase() : "FILE";
+    counts.set(label, (counts.get(label) ?? 0) + 1);
+  }
+
+  const typeBreakdown = Array.from(counts.entries())
+    .sort((a, b) => b[1] - a[1])
+    .map(([label, count]) => ({ label, count }));
+
+  return {
+    fileCount: stubs.length,
+    pdfCount,
+    nonPdfCount,
+    hasNonPdf: nonPdfCount > 0,
+    singleFilePageCount:
+      stubs.length === 1 ? (stubs[0].processedFile?.totalPages ?? null) : null,
+    typeBreakdown,
+  };
+}
+
+export interface ChatQuickActionsProps {
+  /** Heading text shown above the actions. */
+  heading: string;
+  /** Invoked when the user selects an action — sends the given text as a chat message. */
+  onAction: (text: string) => void;
+}
+
+export function ChatQuickActions({ heading, onAction }: ChatQuickActionsProps) {
+  const { t } = useTranslation();
+  const { fileStubs } = useAllFiles();
+  const { actions: fileActions } = useFileActions();
+  const { openFilesModal } = useFilesModalContext();
+
+  const summary = useMemo(() => summariseWorkbench(fileStubs), [fileStubs]);
+
+  const actions = useMemo<QuickAction[]>(() => {
+    const send = (text: string) => () => onAction(text);
+
+    if (summary.fileCount === 0) {
+      return [
+        {
+          key: "open-from-computer",
+          icon: <UploadFileIcon sx={{ fontSize: 18 }} />,
+          title: t("chat.quickActions.openFromComputer", "Open from computer"),
+          subtitle: t("chat.quickActions.browseYourFiles", "Browse your files"),
+          onClick: () => openFilesModal(),
+        },
+      ];
+    }
+
+    if (summary.fileCount === 1) {
+      // Non-PDF: only suggest converting to PDF.
+      if (summary.hasNonPdf) {
+        const text = t(
+          "chat.quickActions.convertOne",
+          "Convert this document to PDF",
+        );
+        return [
+          {
+            key: "convert",
+            icon: <PictureAsPdfIcon sx={{ fontSize: 18 }} />,
+            title: text,
+            onClick: send(text),
+          },
+        ];
+      }
+
+      const result: QuickAction[] = [];
+      const hasMultiplePages =
+        summary.singleFilePageCount != null && summary.singleFilePageCount > 1;
+      if (hasMultiplePages) {
+        const text = t("chat.quickActions.splitOne", "Split this document");
+        result.push({
+          key: "split",
+          icon: <ContentCutIcon sx={{ fontSize: 18 }} />,
+          title: text,
+          onClick: send(text),
+        });
+      }
+      const compressText = t(
+        "chat.quickActions.compressOne",
+        "Compress this document",
+      );
+      const rotateText = t(
+        "chat.quickActions.rotateOne",
+        "Rotate this document",
+      );
+      result.push({
+        key: "compress",
+        icon: <CompressIcon sx={{ fontSize: 18 }} />,
+        title: compressText,
+        onClick: send(compressText),
+      });
+      result.push({
+        key: "rotate",
+        icon: <RotateRightIcon sx={{ fontSize: 18 }} />,
+        title: rotateText,
+        onClick: send(rotateText),
+      });
+      return result;
+    }
+
+    // Multiple files.
+    const result: QuickAction[] = [];
+    if (summary.hasNonPdf) {
+      const text = t(
+        "chat.quickActions.convertMany",
+        "Convert these documents to PDF",
+      );
+      result.push({
+        key: "convert",
+        icon: <PictureAsPdfIcon sx={{ fontSize: 18 }} />,
+        title: text,
+        onClick: send(text),
+      });
+    }
+    const mergeText = t("chat.quickActions.mergeMany", {
+      count: summary.fileCount,
+      defaultValue: "Merge these {{count}} documents into 1",
+    });
+    const compressText = t(
+      "chat.quickActions.compressMany",
+      "Compress these documents",
+    );
+    const rotateText = t(
+      "chat.quickActions.rotateMany",
+      "Rotate these documents",
+    );
+    result.push({
+      key: "merge",
+      icon: <LayersIcon sx={{ fontSize: 18 }} />,
+      title: mergeText,
+      onClick: send(mergeText),
+    });
+    result.push({
+      key: "compress",
+      icon: <CompressIcon sx={{ fontSize: 18 }} />,
+      title: compressText,
+      onClick: send(compressText),
+    });
+    result.push({
+      key: "rotate",
+      icon: <RotateRightIcon sx={{ fontSize: 18 }} />,
+      title: rotateText,
+      onClick: send(rotateText),
+    });
+    return result;
+  }, [summary, t, onAction, openFilesModal]);
+
+  return (
+    <div className="chat-panel__quick-actions">
+      {summary.fileCount > 0 && (
+        <WorkbenchFilePills
+          stubs={fileStubs}
+          onOpenFilesModal={() => openFilesModal()}
+          onRemove={(id) => fileActions.removeFiles([id])}
+          moreLabel={(count) =>
+            t("chat.quickActions.moreFiles", {
+              count,
+              defaultValue: "+{{count}} more",
+            })
+          }
+          removeLabel={(name) =>
+            t("chat.quickActions.removeFile", {
+              name,
+              defaultValue: "Remove {{name}}",
+            })
+          }
+        />
+      )}
+      <Text className="chat-panel__quick-actions-label">{heading}</Text>
+      <Stack gap="xs">
+        {actions.map((action) => (
+          <QuickActionCard key={action.key} action={action} />
+        ))}
+      </Stack>
+    </div>
+  );
+}
@@ -8,5 +8,8 @@ import { type ProprietaryToolRegistry } from "@app/data/toolsTaxonomy";
 * and will be included in the main tool registry.
 */
 export function useProprietaryToolRegistry(): ProprietaryToolRegistry {
-  return useMemo<ProprietaryToolRegistry>(() => ({}), []);
+  // "ai-workflow" is a marker super-tool (see proprietaryToolId.ts) with no
+  // registry entry, so we widen via `as`. Add real proprietary tools here as
+  // `{ id: { ... } }` entries.
+  return useMemo(() => ({}) as ProprietaryToolRegistry, []);
 }
@@ -6,7 +6,11 @@

 export const PROPRIETARY_REGULAR_TOOL_IDS = [] as const;

-export const PROPRIETARY_SUPER_TOOL_IDS = [] as const;
+// "ai-workflow" is a generic marker stamped onto files produced by the agents
+// chat orchestrator (which may invoke one or more underlying tools). Lives here
+// as a super-tool so ``ToolOperation.toolId`` stays typed; not user-pickable —
+// see ChatContext.tsx. The tool registry doesn't include it as an entry.
+export const PROPRIETARY_SUPER_TOOL_IDS = ["ai-workflow"] as const;

 export const PROPRIETARY_LINK_TOOL_IDS = [] as const;

@@ -1,20 +0,0 @@
-import { AppProviders as ProprietaryAppProviders } from "@proprietary/components/AppProviders";
-import { type AppProvidersProps } from "@core/components/AppProviders";
-import { ChatProvider } from "@app/components/chat/ChatContext";
-
-export type { AppProvidersProps };
-
-export function AppProviders({
-  children,
-  appConfigRetryOptions,
-  appConfigProviderProps,
-}: AppProvidersProps) {
-  return (
-    <ProprietaryAppProviders
-      appConfigRetryOptions={appConfigRetryOptions}
-      appConfigProviderProps={appConfigProviderProps}
-    >
-      <ChatProvider>{children}</ChatProvider>
-    </ProprietaryAppProviders>
-  );
-}
@@ -1,77 +0,0 @@
-.chat-toggle-button {
-  position: fixed;
-  bottom: 1.5rem;
-  right: 1.5rem;
-  z-index: 1000;
-  box-shadow: 0 2px 8px rgba(0, 0, 0, 0.15);
-}
-
-.chat-panel {
-  position: fixed;
-  top: 0;
-  right: 0;
-  width: 380px;
-  height: 100vh;
-  display: flex;
-  flex-direction: column;
-  background: var(--mantine-color-body);
-  border-left: 1px solid
-    var(--border-subtle, var(--mantine-color-default-border));
-  z-index: 999;
-  box-shadow: -2px 0 8px rgba(0, 0, 0, 0.1);
-}
-
-.chat-panel-header {
-  display: flex;
-  align-items: center;
-  justify-content: space-between;
-  padding: 0.75rem 1rem;
-  border-bottom: 1px solid
-    var(--border-subtle, var(--mantine-color-default-border));
-  flex-shrink: 0;
-}
-
-.chat-panel-messages {
-  flex: 1;
-  min-height: 0;
-}
-
-.chat-panel-input {
-  display: flex;
-  gap: 0.5rem;
-  padding: 0.75rem;
-  border-top: 1px solid
-    var(--border-subtle, var(--mantine-color-default-border));
-  flex-shrink: 0;
-}
-
-/* Message layout */
-.chat-message {
-  display: flex;
-}
-
-.chat-message-user {
-  justify-content: flex-end;
-}
-
-.chat-message-assistant {
-  justify-content: flex-start;
-}
-
-/* Bubble styling */
-.chat-bubble {
-  max-width: 85%;
-}
-
-.chat-bubble-user {
-  background: var(--mantine-color-blue-filled) !important;
-  color: white !important;
-}
-
-.chat-bubble-user * {
-  color: white !important;
-}
-
-.chat-bubble-assistant {
-  background: var(--mantine-color-default-hover) !important;
-}
@@ -1,5 +0,0 @@
-import { ChatPanel } from "@app/components/chat/ChatPanel";
-
-export function HomePageExtensions() {
-  return <ChatPanel />;
-}
@@ -0,0 +1,219 @@
+// Auto-generated icon types
+// This file is automatically generated by scripts/generate-icons.js
+// Do not edit manually - changes will be overwritten
+
+export type MaterialSymbolIcon =
+  | "123-rounded"
+  | "account-circle"
+  | "add"
+  | "add-comment"
+  | "add-photo-alternate"
+  | "add-rounded"
+  | "admin-panel-settings"
+  | "admin-panel-settings-rounded"
+  | "analytics"
+  | "analytics-rounded"
+  | "api-rounded"
+  | "approval-outline-rounded"
+  | "arrow-back"
+  | "arrow-back-rounded"
+  | "arrow-forward"
+  | "article-outline-rounded"
+  | "assignment-outline-rounded"
+  | "attachment-rounded"
+  | "auto-awesome-rounded"
+  | "automation-outline"
+  | "backup"
+  | "bookmark-add-rounded"
+  | "branding-watermark-outline-rounded"
+  | "brush"
+  | "build-outline-rounded"
+  | "change-history"
+  | "check"
+  | "check-circle"
+  | "check-circle-outline-rounded"
+  | "check-circle-rounded"
+  | "chevron-left"
+  | "chevron-left-rounded"
+  | "chevron-right-rounded"
+  | "cleaning-services-outline-rounded"
+  | "close"
+  | "close-rounded"
+  | "cloud-upload"
+  | "comment"
+  | "compare-rounded"
+  | "compress"
+  | "content-copy"
+  | "content-copy-rounded"
+  | "content-cut-rounded"
+  | "content-paste-rounded"
+  | "credit-card"
+  | "crop-free-rounded"
+  | "crop-rounded"
+  | "crop-square"
+  | "crop-square-outline"
+  | "dashboard-customize-outline-rounded"
+  | "dashboard-customize-rounded"
+  | "dashboard-outline-rounded"
+  | "delete"
+  | "delete-outline-rounded"
+  | "delete-rounded"
+  | "description"
+  | "desktop-cloud-rounded"
+  | "download"
+  | "download-rounded"
+  | "edit"
+  | "edit-outline-rounded"
+  | "edit-rounded"
+  | "edit-square-outline-rounded"
+  | "edit-square-rounded"
+  | "error"
+  | "error-outline-rounded"
+  | "error-rounded"
+  | "expand-more-rounded"
+  | "explore-rounded"
+  | "extension-rounded"
+  | "fact-check-outline-rounded"
+  | "fact-check-rounded"
+  | "find-replace"
+  | "folder-rounded"
+  | "format-align-center"
+  | "format-align-left"
+  | "format-align-right"
+  | "format-color-fill-rounded"
+  | "format-underlined"
+  | "gavel-rounded"
+  | "gpp-maybe-outline-rounded"
+  | "group"
+  | "group-add"
+  | "group-rounded"
+  | "groups-rounded"
+  | "help-rounded"
+  | "highlight"
+  | "image-outline-rounded"
+  | "info"
+  | "info-outline-rounded"
+  | "info-rounded"
+  | "javascript-rounded"
+  | "key"
+  | "key-rounded"
+  | "keyboard-arrow-down"
+  | "keyboard-arrow-up"
+  | "keyboard-rounded"
+  | "language"
+  | "layers-clear-outline-rounded"
+  | "layers-outline-rounded"
+  | "library-add-outline-rounded"
+  | "link"
+  | "link-rounded"
+  | "lock"
+  | "lock-open"
+  | "lock-open-right-outline-rounded"
+  | "lock-outline"
+  | "login"
+  | "logout"
+  | "logout-rounded"
+  | "looks-one-outline-rounded"
+  | "mail-rounded"
+  | "match-word-rounded"
+  | "material-symbols:pause-rounded"
+  | "material-symbols:play-arrow-rounded"
+  | "menu-book-outline-rounded"
+  | "menu-book-rounded"
+  | "more-vert"
+  | "move-down-rounded"
+  | "opacity"
+  | "open-in-new-rounded"
+  | "palette-outline"
+  | "pan-tool-rounded"
+  | "password-rounded"
+  | "pause-rounded"
+  | "person"
+  | "person-add"
+  | "person-add-rounded"
+  | "person-check"
+  | "person-off"
+  | "person-remove"
+  | "person-rounded"
+  | "photo-library-outline-rounded"
+  | "picture-as-pdf-rounded"
+  | "pin-end"
+  | "play-arrow-rounded"
+  | "play-circle"
+  | "preview-off-rounded"
+  | "qr-code-rounded"
+  | "quick-reference-all-outline-rounded"
+  | "radio-button-unchecked"
+  | "redo"
+  | "refresh"
+  | "refresh-rounded"
+  | "remove-moderator-outline-rounded"
+  | "remove-selection-rounded"
+  | "rocket-launch"
+  | "rotate-left"
+  | "rotate-right"
+  | "rotate-right-rounded"
+  | "save"
+  | "save-rounded"
+  | "scan-delete-outline-rounded"
+  | "scan-delete-rounded"
+  | "scanner-outline-rounded"
+  | "schedule-outline-rounded"
+  | "search"
+  | "search-rounded"
+  | "security"
+  | "select-all"
+  | "send-rounded"
+  | "settings-rounded"
+  | "shield-lock"
+  | "shield-rounded"
+  | "show-chart"
+  | "signature-rounded"
+  | "speed"
+  | "star"
+  | "star-rounded"
+  | "sticky-note-2"
+  | "storage-rounded"
+  | "strikethrough-s"
+  | "subdirectory-arrow-right-rounded"
+  | "swap-horiz"
+  | "sync-alt-rounded"
+  | "system-update-alt-rounded"
+  | "text-fields"
+  | "text-fields-rounded"
+  | "thread-unread-rounded"
+  | "toc-rounded"
+  | "touch-app-rounded"
+  | "tune-rounded"
+  | "undo"
+  | "unfold-less"
+  | "unfold-more"
+  | "upload-file-rounded"
+  | "upload-rounded"
+  | "verified-outline-rounded"
+  | "verified-user-outline"
+  | "verified-user-rounded"
+  | "view-carousel-rounded"
+  | "view-list"
+  | "visibility"
+  | "visibility-off-outline-rounded"
+  | "visibility-rounded"
+  | "vital-signs-rounded"
+  | "warning"
+  | "warning-rounded"
+  | "workspace-premium-outline-rounded"
+  | "workspace-premium-rounded"
+  | "zoom-in"
+  | "zoom-in-map-rounded"
+  | "zoom-out";
+
+export interface IconSet {
+  prefix: string;
+  icons: Record<string, any>;
+  width?: number;
+  height?: number;
+}
+
+// Re-export the icon set as the default export with proper typing
+declare const iconSet: IconSet;
+export default iconSet;
@@ -0,0 +1,622 @@
+{
+  "prefix": "material-symbols",
+  "icons": {
+    "123-rounded": {
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Author	SHA1	Message	Date
EthanHealy01	600add1474	run frontend fix	2026-05-27 12:42:22 +01:00
EthanHealy01	8451b06d53	chore: set aiEngine env vars automatically in dev:all When AIENGINE_URL is provided (i.e. task dev:all), also set AIENGINE_ENABLED=true and AIENGINE_TIMEOUTSECONDS=120 so the backend picks up the full AI engine config without needing it in settings.yml.	2026-05-27 12:12:42 +01:00
EthanHealy01	7bb3024dc9	feat: add midnight theme and fix theme locations Adds midnight dark theme, fixes broken theme variable locations, adds clean-unused-theme-vars script, and updates RainbowThemeProvider and related theme constants.	2026-05-27 11:37:49 +01:00
EthanHealy01	18cd2baec0	feat: add Agents UI to proprietary right sidebar Adds agents panel to the right sidebar, gated behind aiEngineEnabled. Includes RightSidebar refactor, FullscreenToolPanel, core stubs, and proprietary AgentsPanel with Stirling hero CTA and coming-soon agents.	2026-05-27 11:14:19 +01:00