diff --git a/packages/api/src/stream/GenerationJobManager.ts b/packages/api/src/stream/GenerationJobManager.ts
index a154435928..8a45c5445e 100644
--- a/packages/api/src/stream/GenerationJobManager.ts
+++ b/packages/api/src/stream/GenerationJobManager.ts
@@ -1,8 +1,7 @@
 import { logger } from '@librechat/data-schemas';
-import type { Agents } from 'librechat-data-provider';
 import type { StandardGraph } from '@librechat/agents';
+import type { Agents } from 'librechat-data-provider';
 import type {
-  IContentStateManager,
   SerializableJobData,
   IEventTransport,
   AbortResult,
@@ -10,7 +9,6 @@ import type {
 } from './interfaces/IJobStore';
 import type * as t from '~/types';
 import { InMemoryEventTransport } from './implementations/InMemoryEventTransport';
-import { InMemoryContentState } from './implementations/InMemoryContentState';
 import { InMemoryJobStore } from './implementations/InMemoryJobStore';
 
 /**
@@ -40,10 +38,13 @@ interface RuntimeJobState {
 /**
  * Manages generation jobs for resumable LLM streams.
  *
- * Architecture: Composes three pluggable services via dependency injection:
- * - jobStore: Serializable job metadata (InMemory → Redis/KV for horizontal scaling)
+ * Architecture: Composes two pluggable services via dependency injection:
+ * - jobStore: Job metadata + content state (InMemory → Redis for horizontal scaling)
  * - eventTransport: Pub/sub events (InMemory → Redis Pub/Sub for horizontal scaling)
- * - contentState: Volatile content refs with WeakRef (always in-memory, not shared)
+ *
+ * Content state is tied to jobs:
+ * - In-memory: jobStore holds WeakRef to graph for live content/run steps access
+ * - Redis: jobStore persists chunks, reconstructs content on demand
  *
  * All storage methods are async to support both in-memory and external stores (Redis, etc.).
  *
@@ -52,17 +53,14 @@ interface RuntimeJobState {
  * const manager = new GenerationJobManagerClass({
  *   jobStore: new RedisJobStore(redisClient),
  *   eventTransport: new RedisPubSubTransport(redisClient),
- *   contentState: new InMemoryContentState(), // Always local
  * });
  * ```
  */
 class GenerationJobManagerClass {
-  /** Job metadata storage - swappable for Redis, KV store, etc. */
+  /** Job metadata + content state storage - swappable for Redis, etc. */
   private jobStore: IJobStore;
   /** Event pub/sub transport - swappable for Redis Pub/Sub, etc. */
   private eventTransport: IEventTransport;
-  /** Volatile content state with WeakRef - always in-memory per instance */
-  private contentState: IContentStateManager;
 
   /** Runtime state - always in-memory, not serializable */
   private runtimeState = new Map<string, RuntimeJobState>();
@@ -72,7 +70,6 @@ class GenerationJobManagerClass {
   constructor() {
     this.jobStore = new InMemoryJobStore({ ttlAfterComplete: 300000, maxJobs: 1000 });
     this.eventTransport = new InMemoryEventTransport();
-    this.contentState = new InMemoryContentState();
   }
 
   /**
@@ -149,7 +146,7 @@ class GenerationJobManagerClass {
       if (currentRuntime) {
         currentRuntime.syncSent = false;
         // Call registered handlers (from job.emitter.on('allSubscribersLeft', ...))
-        const content = this.contentState.getContentParts(streamId) ?? [];
+        const content = this.jobStore.getContentParts(streamId) ?? [];
         if (currentRuntime.allSubscribersLeftHandlers) {
           for (const handler of currentRuntime.allSubscribersLeftHandlers) {
             try {
@@ -286,7 +283,7 @@ class GenerationJobManagerClass {
     });
 
     // Clear content state
-    this.contentState.clearContentState(streamId);
+    this.jobStore.clearContentState(streamId);
 
     logger.debug(`[GenerationJobManager] Job completed: ${streamId}`);
   }
@@ -314,7 +311,7 @@ class GenerationJobManagerClass {
     });
 
     // Get content and extract text
-    const content = this.contentState.getContentParts(streamId) ?? [];
+    const content = this.jobStore.getContentParts(streamId) ?? [];
     const text = this.extractTextFromContent(content);
 
     // Create final event for abort
@@ -352,7 +349,7 @@ class GenerationJobManagerClass {
     }
 
     this.eventTransport.emitDone(streamId, abortFinalEvent);
-    this.contentState.clearContentState(streamId);
+    this.jobStore.clearContentState(streamId);
 
     logger.debug(`[GenerationJobManager] Job aborted: ${streamId}`);
 
@@ -532,7 +529,7 @@ class GenerationJobManagerClass {
     if (!this.runtimeState.has(streamId)) {
       return;
     }
-    this.contentState.setContentParts(streamId, contentParts);
+    this.jobStore.setContentParts(streamId, contentParts);
     logger.debug(`[GenerationJobManager] Set contentParts for ${streamId}`);
   }
 
@@ -544,7 +541,7 @@ class GenerationJobManagerClass {
     if (!this.runtimeState.has(streamId)) {
       return;
     }
-    this.contentState.setGraph(streamId, graph);
+    this.jobStore.setGraph(streamId, graph);
     logger.debug(`[GenerationJobManager] Set graph reference for ${streamId}`);
   }
 
@@ -557,8 +554,8 @@ class GenerationJobManagerClass {
       return null;
     }
 
-    const aggregatedContent = this.contentState.getContentParts(streamId) ?? [];
-    const runSteps = this.contentState.getRunSteps(streamId);
+    const aggregatedContent = this.jobStore.getContentParts(streamId) ?? [];
+    const runSteps = this.jobStore.getRunSteps(streamId);
 
     logger.debug(`[GenerationJobManager] getResumeState:`, {
       streamId,
@@ -621,7 +618,7 @@ class GenerationJobManagerClass {
     for (const streamId of this.runtimeState.keys()) {
       if (!(await this.jobStore.hasJob(streamId))) {
         this.runtimeState.delete(streamId);
-        this.contentState.clearContentState(streamId);
+        this.jobStore.clearContentState(streamId);
         this.eventTransport.cleanup(streamId);
       }
     }
@@ -648,7 +645,7 @@ class GenerationJobManagerClass {
     return {
       active: jobData.status === 'running',
       status: jobData.status as t.GenerationJobStatus,
-      aggregatedContent: this.contentState.getContentParts(streamId) ?? [],
+      aggregatedContent: this.jobStore.getContentParts(streamId) ?? [],
       createdAt: jobData.createdAt,
     };
   }
@@ -684,7 +681,6 @@ class GenerationJobManagerClass {
 
     await this.jobStore.destroy();
     this.eventTransport.destroy();
-    this.contentState.destroy();
     this.runtimeState.clear();
 
     logger.debug('[GenerationJobManager] Destroyed');
diff --git a/packages/api/src/stream/implementations/InMemoryContentState.ts b/packages/api/src/stream/implementations/InMemoryContentState.ts
deleted file mode 100644
index 29852458ab..0000000000
--- a/packages/api/src/stream/implementations/InMemoryContentState.ts
+++ /dev/null
@@ -1,107 +0,0 @@
-import type { Agents } from 'librechat-data-provider';
-import type { StandardGraph } from '@librechat/agents';
-import type { IContentStateManager } from '../interfaces/IJobStore';
-
-/**
- * Content state entry - volatile, in-memory only.
- * Uses WeakRef to allow garbage collection of graph when no longer needed.
- */
-interface ContentState {
-  contentParts: Agents.MessageContentComplex[];
-  graphRef: WeakRef<StandardGraph> | null;
-}
-
-/**
- * In-memory content state manager.
- * Manages volatile references to graph content that should NOT be persisted.
- * Uses WeakRef for graph to allow garbage collection.
- */
-export class InMemoryContentState implements IContentStateManager {
-  private state = new Map<string, ContentState>();
-
-  /** Cleanup interval for orphaned entries */
-  private cleanupInterval: NodeJS.Timeout | null = null;
-
-  constructor() {
-    // Cleanup orphaned content state every 5 minutes
-    this.cleanupInterval = setInterval(() => {
-      this.cleanupOrphaned();
-    }, 300000);
-
-    if (this.cleanupInterval.unref) {
-      this.cleanupInterval.unref();
-    }
-  }
-
-  setContentParts(streamId: string, contentParts: Agents.MessageContentComplex[]): void {
-    const existing = this.state.get(streamId);
-    if (existing) {
-      existing.contentParts = contentParts;
-    } else {
-      this.state.set(streamId, { contentParts, graphRef: null });
-    }
-  }
-
-  getContentParts(streamId: string): Agents.MessageContentComplex[] | null {
-    return this.state.get(streamId)?.contentParts ?? null;
-  }
-
-  setGraph(streamId: string, graph: StandardGraph): void {
-    const existing = this.state.get(streamId);
-    if (existing) {
-      existing.graphRef = new WeakRef(graph);
-    } else {
-      this.state.set(streamId, {
-        contentParts: [],
-        graphRef: new WeakRef(graph),
-      });
-    }
-  }
-
-  getRunSteps(streamId: string): Agents.RunStep[] {
-    const state = this.state.get(streamId);
-    if (!state?.graphRef) {
-      return [];
-    }
-
-    // Dereference WeakRef - may return undefined if GC'd
-    const graph = state.graphRef.deref();
-    return graph?.contentData ?? [];
-  }
-
-  clearContentState(streamId: string): void {
-    this.state.delete(streamId);
-  }
-
-  /**
-   * Cleanup entries where graph has been garbage collected.
-   * These are orphaned states that are no longer useful.
-   */
-  private cleanupOrphaned(): void {
-    const toDelete: string[] = [];
-
-    for (const [streamId, state] of this.state) {
-      // If graphRef exists but has been GC'd, this state is orphaned
-      if (state.graphRef && !state.graphRef.deref()) {
-        toDelete.push(streamId);
-      }
-    }
-
-    for (const id of toDelete) {
-      this.state.delete(id);
-    }
-  }
-
-  /** Get count of tracked streams (for monitoring) */
-  getStateCount(): number {
-    return this.state.size;
-  }
-
-  destroy(): void {
-    if (this.cleanupInterval) {
-      clearInterval(this.cleanupInterval);
-      this.cleanupInterval = null;
-    }
-    this.state.clear();
-  }
-}
diff --git a/packages/api/src/stream/implementations/InMemoryJobStore.ts b/packages/api/src/stream/implementations/InMemoryJobStore.ts
index 10d9e18df2..e9391327d8 100644
--- a/packages/api/src/stream/implementations/InMemoryJobStore.ts
+++ b/packages/api/src/stream/implementations/InMemoryJobStore.ts
@@ -1,13 +1,29 @@
 import { logger } from '@librechat/data-schemas';
-import type { IJobStore, SerializableJobData, JobStatus } from '../interfaces/IJobStore';
+import type { StandardGraph } from '@librechat/agents';
+import type { Agents } from 'librechat-data-provider';
+import type { IJobStore, SerializableJobData, JobStatus } from '~/stream/interfaces/IJobStore';
+
+/**
+ * Content state for a job - volatile, in-memory only.
+ * Uses WeakRef to allow garbage collection of graph when no longer needed.
+ */
+interface ContentState {
+  contentParts: Agents.MessageContentComplex[];
+  graphRef: WeakRef<StandardGraph> | null;
+}
 
 /**
  * In-memory implementation of IJobStore.
  * Suitable for single-instance deployments.
  * For horizontal scaling, use RedisJobStore.
+ *
+ * Content state is tied to jobs:
+ * - Uses WeakRef to graph for live access to contentParts and contentData (run steps)
+ * - No chunk persistence needed - same instance handles generation and reconnects
  */
 export class InMemoryJobStore implements IJobStore {
   private jobs = new Map<string, SerializableJobData>();
+  private contentState = new Map<string, ContentState>();
   private cleanupInterval: NodeJS.Timeout | null = null;
 
   /** Time to keep completed jobs before cleanup (5 minutes) */
@@ -79,6 +95,7 @@ export class InMemoryJobStore implements IJobStore {
 
   async deleteJob(streamId: string): Promise<void> {
     this.jobs.delete(streamId);
+    this.contentState.delete(streamId);
     logger.debug(`[InMemoryJobStore] Deleted job: ${streamId}`);
   }
 
@@ -157,6 +174,74 @@ export class InMemoryJobStore implements IJobStore {
       this.cleanupInterval = null;
     }
     this.jobs.clear();
+    this.contentState.clear();
     logger.debug('[InMemoryJobStore] Destroyed');
   }
+
+  // ===== Content State Methods =====
+
+  /**
+   * Set the graph reference for a job.
+   * Uses WeakRef to allow garbage collection when graph is no longer needed.
+   */
+  setGraph(streamId: string, graph: StandardGraph): void {
+    const existing = this.contentState.get(streamId);
+    if (existing) {
+      existing.graphRef = new WeakRef(graph);
+    } else {
+      this.contentState.set(streamId, {
+        contentParts: [],
+        graphRef: new WeakRef(graph),
+      });
+    }
+  }
+
+  /**
+   * Set content parts reference for a job.
+   */
+  setContentParts(streamId: string, contentParts: Agents.MessageContentComplex[]): void {
+    const existing = this.contentState.get(streamId);
+    if (existing) {
+      existing.contentParts = contentParts;
+    } else {
+      this.contentState.set(streamId, { contentParts, graphRef: null });
+    }
+  }
+
+  /**
+   * Get content parts for a job.
+   * Returns live content from stored reference.
+   */
+  getContentParts(streamId: string): Agents.MessageContentComplex[] | null {
+    return this.contentState.get(streamId)?.contentParts ?? null;
+  }
+
+  /**
+   * Get run steps for a job from graph.contentData.
+   * Uses WeakRef - may return empty if graph has been GC'd.
+   */
+  getRunSteps(streamId: string): Agents.RunStep[] {
+    const state = this.contentState.get(streamId);
+    if (!state?.graphRef) {
+      return [];
+    }
+
+    // Dereference WeakRef - may return undefined if GC'd
+    const graph = state.graphRef.deref();
+    return graph?.contentData ?? [];
+  }
+
+  /**
+   * No-op for in-memory - content available via graph reference.
+   */
+  async appendChunk(): Promise<void> {
+    // No-op: content available via graph reference
+  }
+
+  /**
+   * Clear content state for a job.
+   */
+  clearContentState(streamId: string): void {
+    this.contentState.delete(streamId);
+  }
 }
diff --git a/packages/api/src/stream/implementations/RedisJobStore.ts b/packages/api/src/stream/implementations/RedisJobStore.ts
new file mode 100644
index 0000000000..e42a3b2b79
--- /dev/null
+++ b/packages/api/src/stream/implementations/RedisJobStore.ts
@@ -0,0 +1,452 @@
+import { logger } from '@librechat/data-schemas';
+import { createContentAggregator } from '@librechat/agents';
+import type { Agents } from 'librechat-data-provider';
+import type { Redis, Cluster } from 'ioredis';
+import type { IJobStore, SerializableJobData, JobStatus } from '~/stream/interfaces/IJobStore';
+
+/**
+ * Key prefixes for Redis storage.
+ * All keys include the streamId for easy cleanup.
+ * Note: streamId === conversationId, so no separate mapping needed.
+ */
+const KEYS = {
+  /** Job metadata: stream:job:{streamId} */
+  job: (streamId: string) => `stream:job:${streamId}`,
+  /** Chunk stream (Redis Streams): stream:chunks:{streamId} */
+  chunks: (streamId: string) => `stream:chunks:${streamId}`,
+  /** Run steps: stream:runsteps:{streamId} */
+  runSteps: (streamId: string) => `stream:runsteps:${streamId}`,
+  /** Running jobs set for cleanup */
+  runningJobs: 'stream:running',
+};
+
+/**
+ * Default TTL values in seconds
+ */
+const TTL = {
+  /** TTL for completed jobs (5 minutes) */
+  completed: 300,
+  /** TTL for running jobs (30 minutes - failsafe) */
+  running: 1800,
+  /** TTL for chunks stream (5 minutes after completion) */
+  chunks: 300,
+  /** TTL for run steps (5 minutes after completion) */
+  runSteps: 300,
+};
+
+/**
+ * Redis implementation of IJobStore.
+ * Enables horizontal scaling with multi-instance deployments.
+ *
+ * Storage strategy:
+ * - Job metadata: Redis Hash (fast field access)
+ * - Chunks: Redis Streams (append-only, efficient for streaming)
+ * - Run steps: Redis String (JSON serialized)
+ *
+ * Note: streamId === conversationId, so getJob(conversationId) works directly.
+ *
+ * @example
+ * ```ts
+ * import { ioredisClient } from '~/cache';
+ * const store = new RedisJobStore(ioredisClient);
+ * await store.initialize();
+ * ```
+ */
+export class RedisJobStore implements IJobStore {
+  private redis: Redis | Cluster;
+  private cleanupInterval: NodeJS.Timeout | null = null;
+
+  /** Cleanup interval in ms (1 minute) */
+  private cleanupIntervalMs = 60000;
+
+  constructor(redis: Redis | Cluster) {
+    this.redis = redis;
+  }
+
+  async initialize(): Promise<void> {
+    if (this.cleanupInterval) {
+      return;
+    }
+
+    // Start periodic cleanup
+    this.cleanupInterval = setInterval(() => {
+      this.cleanup().catch((err) => {
+        logger.error('[RedisJobStore] Cleanup error:', err);
+      });
+    }, this.cleanupIntervalMs);
+
+    if (this.cleanupInterval.unref) {
+      this.cleanupInterval.unref();
+    }
+
+    logger.info('[RedisJobStore] Initialized with cleanup interval');
+  }
+
+  async createJob(
+    streamId: string,
+    userId: string,
+    conversationId?: string,
+  ): Promise<SerializableJobData> {
+    const job: SerializableJobData = {
+      streamId,
+      userId,
+      status: 'running',
+      createdAt: Date.now(),
+      conversationId,
+      syncSent: false,
+    };
+
+    const key = KEYS.job(streamId);
+    const pipeline = this.redis.pipeline();
+
+    // Store job as hash
+    pipeline.hmset(key, this.serializeJob(job));
+    pipeline.expire(key, TTL.running);
+
+    // Add to running jobs set
+    pipeline.sadd(KEYS.runningJobs, streamId);
+
+    await pipeline.exec();
+
+    logger.debug(`[RedisJobStore] Created job: ${streamId}`);
+    return job;
+  }
+
+  async getJob(streamId: string): Promise<SerializableJobData | null> {
+    const data = await this.redis.hgetall(KEYS.job(streamId));
+    if (!data || Object.keys(data).length === 0) {
+      return null;
+    }
+    return this.deserializeJob(data);
+  }
+
+  async updateJob(streamId: string, updates: Partial<SerializableJobData>): Promise<void> {
+    const key = KEYS.job(streamId);
+    const exists = await this.redis.exists(key);
+    if (!exists) {
+      return;
+    }
+
+    const serialized = this.serializeJob(updates as SerializableJobData);
+    if (Object.keys(serialized).length === 0) {
+      return;
+    }
+
+    await this.redis.hmset(key, serialized);
+
+    // If status changed to complete/error/aborted, update TTL and remove from running set
+    if (updates.status && ['complete', 'error', 'aborted'].includes(updates.status)) {
+      const pipeline = this.redis.pipeline();
+      pipeline.expire(key, TTL.completed);
+      pipeline.srem(KEYS.runningJobs, streamId);
+
+      // Also set TTL on related keys
+      pipeline.expire(KEYS.chunks(streamId), TTL.chunks);
+      pipeline.expire(KEYS.runSteps(streamId), TTL.runSteps);
+
+      await pipeline.exec();
+    }
+  }
+
+  async deleteJob(streamId: string): Promise<void> {
+    const pipeline = this.redis.pipeline();
+    pipeline.del(KEYS.job(streamId));
+    pipeline.del(KEYS.chunks(streamId));
+    pipeline.del(KEYS.runSteps(streamId));
+    pipeline.srem(KEYS.runningJobs, streamId);
+    await pipeline.exec();
+    logger.debug(`[RedisJobStore] Deleted job: ${streamId}`);
+  }
+
+  async hasJob(streamId: string): Promise<boolean> {
+    const exists = await this.redis.exists(KEYS.job(streamId));
+    return exists === 1;
+  }
+
+  async getRunningJobs(): Promise<SerializableJobData[]> {
+    const streamIds = await this.redis.smembers(KEYS.runningJobs);
+    if (streamIds.length === 0) {
+      return [];
+    }
+
+    const jobs: SerializableJobData[] = [];
+    for (const streamId of streamIds) {
+      const job = await this.getJob(streamId);
+      if (job && job.status === 'running') {
+        jobs.push(job);
+      }
+    }
+    return jobs;
+  }
+
+  async cleanup(): Promise<number> {
+    const now = Date.now();
+    const streamIds = await this.redis.smembers(KEYS.runningJobs);
+    let cleaned = 0;
+
+    for (const streamId of streamIds) {
+      const job = await this.getJob(streamId);
+
+      // Job no longer exists (TTL expired) - remove from set
+      if (!job) {
+        await this.redis.srem(KEYS.runningJobs, streamId);
+        cleaned++;
+        continue;
+      }
+
+      // Job completed but still in running set (shouldn't happen, but handle it)
+      if (job.status !== 'running') {
+        await this.redis.srem(KEYS.runningJobs, streamId);
+        cleaned++;
+        continue;
+      }
+
+      // Stale running job (failsafe - running for > 30 minutes)
+      if (now - job.createdAt > TTL.running * 1000) {
+        logger.warn(`[RedisJobStore] Cleaning up stale job: ${streamId}`);
+        await this.deleteJob(streamId);
+        cleaned++;
+      }
+    }
+
+    if (cleaned > 0) {
+      logger.debug(`[RedisJobStore] Cleaned up ${cleaned} jobs`);
+    }
+
+    return cleaned;
+  }
+
+  async getJobCount(): Promise<number> {
+    // This is approximate - counts jobs in running set + scans for job keys
+    // For exact count, would need to scan all job:* keys
+    const runningCount = await this.redis.scard(KEYS.runningJobs);
+    return runningCount;
+  }
+
+  async getJobCountByStatus(status: JobStatus): Promise<number> {
+    if (status === 'running') {
+      return this.redis.scard(KEYS.runningJobs);
+    }
+
+    // For other statuses, we'd need to scan - return 0 for now
+    // In production, consider maintaining separate sets per status if needed
+    return 0;
+  }
+
+  async destroy(): Promise<void> {
+    if (this.cleanupInterval) {
+      clearInterval(this.cleanupInterval);
+      this.cleanupInterval = null;
+    }
+    // Don't close the Redis connection - it's shared
+    logger.info('[RedisJobStore] Destroyed');
+  }
+
+  // ===== Content State Methods =====
+  // For Redis, graph/contentParts are NOT stored locally.
+  // Content is reconstructed from chunks on demand.
+
+  /**
+   * No-op for Redis - graph can't be serialized/transferred.
+   * Content is reconstructed from chunks instead.
+   */
+  setGraph(): void {
+    // No-op: Redis uses chunks for content reconstruction
+  }
+
+  /**
+   * No-op for Redis - content is built from chunks.
+   */
+  setContentParts(): void {
+    // No-op: Redis uses chunks for content reconstruction
+  }
+
+  /**
+   * For Redis, this returns null - caller should use getAggregatedContentAsync().
+   * This sync method exists for interface compatibility with in-memory.
+   *
+   * Note: GenerationJobManager should check for null and call the async version.
+   */
+  getContentParts(): Agents.MessageContentComplex[] | null {
+    // Redis can't return content synchronously - must use chunks
+    return null;
+  }
+
+  /**
+   * Get aggregated content from chunks (async version for Redis).
+   * Called on client reconnection to reconstruct message content.
+   */
+  async getAggregatedContentAsync(
+    streamId: string,
+  ): Promise<Agents.MessageContentComplex[] | null> {
+    const chunks = await this.getChunks(streamId);
+    if (chunks.length === 0) {
+      return null;
+    }
+
+    // Use the same content aggregator as live streaming
+    const { contentParts, aggregateContent } = createContentAggregator();
+
+    // Valid event types for content aggregation
+    const validEvents = new Set([
+      'on_run_step',
+      'on_message_delta',
+      'on_reasoning_delta',
+      'on_run_step_delta',
+      'on_run_step_completed',
+      'on_agent_update',
+    ]);
+
+    for (const chunk of chunks) {
+      const event = chunk as { event?: string; data?: unknown };
+      if (!event.event || !event.data || !validEvents.has(event.event)) {
+        continue;
+      }
+
+      // Pass event string directly - GraphEvents values are lowercase strings
+      // eslint-disable-next-line @typescript-eslint/no-explicit-any
+      aggregateContent({ event: event.event as any, data: event.data as any });
+    }
+
+    // Filter out undefined entries
+    const filtered: Agents.MessageContentComplex[] = [];
+    for (const part of contentParts) {
+      if (part !== undefined) {
+        filtered.push(part);
+      }
+    }
+    return filtered;
+  }
+
+  /**
+   * For Redis, run steps must be fetched async.
+   * This sync method returns empty - caller should use getRunStepsAsync().
+   */
+  getRunSteps(): Agents.RunStep[] {
+    // Redis can't return run steps synchronously
+    return [];
+  }
+
+  /**
+   * Get run steps (async version for Redis).
+   */
+  async getRunStepsAsync(streamId: string): Promise<Agents.RunStep[]> {
+    const key = KEYS.runSteps(streamId);
+    const data = await this.redis.get(key);
+    if (!data) {
+      return [];
+    }
+    try {
+      return JSON.parse(data);
+    } catch {
+      return [];
+    }
+  }
+
+  /**
+   * Clear content state for a job.
+   */
+  clearContentState(streamId: string): void {
+    // Fire and forget - async cleanup
+    this.clearContentStateAsync(streamId).catch((err) => {
+      logger.error(`[RedisJobStore] Failed to clear content state for ${streamId}:`, err);
+    });
+  }
+
+  /**
+   * Clear content state async.
+   */
+  private async clearContentStateAsync(streamId: string): Promise<void> {
+    const pipeline = this.redis.pipeline();
+    pipeline.del(KEYS.chunks(streamId));
+    pipeline.del(KEYS.runSteps(streamId));
+    await pipeline.exec();
+  }
+
+  /**
+   * Append a streaming chunk to Redis Stream.
+   * Uses XADD for efficient append-only storage.
+   */
+  async appendChunk(streamId: string, event: unknown): Promise<void> {
+    const key = KEYS.chunks(streamId);
+    await this.redis.xadd(key, '*', 'event', JSON.stringify(event));
+  }
+
+  /**
+   * Get all chunks from Redis Stream.
+   */
+  private async getChunks(streamId: string): Promise<unknown[]> {
+    const key = KEYS.chunks(streamId);
+    const entries = await this.redis.xrange(key, '-', '+');
+
+    return entries
+      .map(([, fields]) => {
+        const eventIdx = fields.indexOf('event');
+        if (eventIdx >= 0 && eventIdx + 1 < fields.length) {
+          try {
+            return JSON.parse(fields[eventIdx + 1]);
+          } catch {
+            return null;
+          }
+        }
+        return null;
+      })
+      .filter(Boolean);
+  }
+
+  /**
+   * Save run steps for resume state.
+   */
+  async saveRunSteps(streamId: string, runSteps: Agents.RunStep[]): Promise<void> {
+    const key = KEYS.runSteps(streamId);
+    await this.redis.set(key, JSON.stringify(runSteps), 'EX', TTL.running);
+  }
+
+  /**
+   * Serialize job data for Redis hash storage.
+   * Converts complex types to strings.
+   */
+  private serializeJob(job: Partial<SerializableJobData>): Record<string, string> {
+    const result: Record<string, string> = {};
+
+    for (const [key, value] of Object.entries(job)) {
+      if (value === undefined) {
+        continue;
+      }
+
+      if (typeof value === 'object') {
+        result[key] = JSON.stringify(value);
+      } else if (typeof value === 'boolean') {
+        result[key] = value ? '1' : '0';
+      } else {
+        result[key] = String(value);
+      }
+    }
+
+    return result;
+  }
+
+  /**
+   * Deserialize job data from Redis hash.
+   */
+  private deserializeJob(data: Record<string, string>): SerializableJobData {
+    return {
+      streamId: data.streamId,
+      userId: data.userId,
+      status: data.status as JobStatus,
+      createdAt: parseInt(data.createdAt, 10),
+      completedAt: data.completedAt ? parseInt(data.completedAt, 10) : undefined,
+      conversationId: data.conversationId || undefined,
+      error: data.error || undefined,
+      userMessage: data.userMessage ? JSON.parse(data.userMessage) : undefined,
+      responseMessageId: data.responseMessageId || undefined,
+      sender: data.sender || undefined,
+      syncSent: data.syncSent === '1',
+      finalEvent: data.finalEvent || undefined,
+      endpoint: data.endpoint || undefined,
+      iconURL: data.iconURL || undefined,
+      model: data.model || undefined,
+      promptTokens: data.promptTokens ? parseInt(data.promptTokens, 10) : undefined,
+    };
+  }
+}
diff --git a/packages/api/src/stream/implementations/index.ts b/packages/api/src/stream/implementations/index.ts
index 4060943e69..945c59cf4c 100644
--- a/packages/api/src/stream/implementations/index.ts
+++ b/packages/api/src/stream/implementations/index.ts
@@ -1,3 +1,3 @@
 export * from './InMemoryJobStore';
-export * from './InMemoryContentState';
 export * from './InMemoryEventTransport';
+export * from './RedisJobStore';
diff --git a/packages/api/src/stream/interfaces/IJobStore.ts b/packages/api/src/stream/interfaces/IJobStore.ts
index d66db06039..ef4615c3ea 100644
--- a/packages/api/src/stream/interfaces/IJobStore.ts
+++ b/packages/api/src/stream/interfaces/IJobStore.ts
@@ -77,6 +77,12 @@ export interface ResumeState {
 /**
  * Interface for job storage backend.
  * Implementations can use in-memory Map, Redis, KV store, etc.
+ *
+ * Content state is tied to jobs:
+ * - In-memory: Holds WeakRef to graph for live content/run steps access
+ * - Redis: Persists chunks, reconstructs content on reconnect
+ *
+ * This consolidates job metadata + content state into a single interface.
  */
 export interface IJobStore {
   /** Initialize the store (e.g., connect to Redis, start cleanup intervals) */
@@ -115,6 +121,75 @@ export interface IJobStore {
 
   /** Destroy the store and release resources */
   destroy(): Promise<void>;
+
+  // ===== Content State Methods =====
+  // These methods manage volatile content state tied to each job.
+  // In-memory: Uses WeakRef to graph for live access
+  // Redis: Persists chunks and reconstructs on demand
+
+  /**
+   * Set the graph reference for a job (in-memory only).
+   * The graph provides live access to contentParts and contentData (run steps).
+   *
+   * In-memory: Stores WeakRef to graph
+   * Redis: No-op (graph not transferable, uses chunks instead)
+   *
+   * @param streamId - The stream identifier
+   * @param graph - The StandardGraph instance
+   */
+  setGraph(streamId: string, graph: StandardGraph): void;
+
+  /**
+   * Set content parts reference for a job.
+   *
+   * In-memory: Stores direct reference to content array
+   * Redis: No-op (content built from chunks)
+   *
+   * @param streamId - The stream identifier
+   * @param contentParts - The content parts array
+   */
+  setContentParts(streamId: string, contentParts: Agents.MessageContentComplex[]): void;
+
+  /**
+   * Get aggregated content for a job.
+   *
+   * In-memory: Returns live content from graph.contentParts or stored reference
+   * Redis: Reconstructs from stored chunks
+   *
+   * @param streamId - The stream identifier
+   * @returns Content parts or null if not available
+   */
+  getContentParts(streamId: string): Agents.MessageContentComplex[] | null;
+
+  /**
+   * Get run steps for a job (for resume state).
+   *
+   * In-memory: Returns live run steps from graph.contentData
+   * Redis: Fetches from persistent storage
+   *
+   * @param streamId - The stream identifier
+   * @returns Run steps or empty array
+   */
+  getRunSteps(streamId: string): Agents.RunStep[];
+
+  /**
+   * Append a streaming chunk for later reconstruction.
+   *
+   * In-memory: No-op (content available via graph reference)
+   * Redis: Uses XADD for append-only log efficiency
+   *
+   * @param streamId - The stream identifier
+   * @param event - The SSE event to append
+   */
+  appendChunk(streamId: string, event: unknown): Promise<void>;
+
+  /**
+   * Clear all content state for a job.
+   * Called on job completion/cleanup.
+   *
+   * @param streamId - The stream identifier
+   */
+  clearContentState(streamId: string): void;
 }
 
 /**
@@ -156,28 +231,3 @@ export interface IEventTransport {
   /** Destroy all transport resources */
   destroy(): void;
 }
-
-/**
- * Interface for content state management.
- * Separates volatile content state from persistent job data.
- * In-memory only - not persisted to external storage.
- */
-export interface IContentStateManager {
-  /** Set content parts reference (in-memory only) */
-  setContentParts(streamId: string, contentParts: Agents.MessageContentComplex[]): void;
-
-  /** Get content parts */
-  getContentParts(streamId: string): Agents.MessageContentComplex[] | null;
-
-  /** Set graph reference for run steps */
-  setGraph(streamId: string, graph: StandardGraph): void;
-
-  /** Get run steps from graph */
-  getRunSteps(streamId: string): Agents.RunStep[];
-
-  /** Clear content state for a job */
-  clearContentState(streamId: string): void;
-
-  /** Destroy all content state resources */
-  destroy(): void;
-}