diff --git a/packages/mosaic/core/docs/latest-only-streams.md b/packages/mosaic/core/docs/latest-only-streams.md
new file mode 100644
index 000000000..df74623c0
--- /dev/null
+++ b/packages/mosaic/core/docs/latest-only-streams.md
@@ -0,0 +1,24 @@
+# Latest-Only Stream Scheduling
+
+## Problem
+Interactive applications often generate high-frequency query streams (e.g., brushing, slider dragging). Sending every intermediate query to the server can cause:
+1.  **Backlog Latency:** The server queues up stale requests, delaying the "latest" relevant result.
+2.  **Wasted Work:** Computing results for chart states that the user has already passed.
+
+## API
+The `Coordinator.query()` method accepts two new options:
+
+```typescript
+coord.query(sql, {
+  stream: 'my-interaction-id', // Group requests by this ID
+  latest: true                 // Enable pruning of stale requests
+});
+```
+
+## Semantics
+When `latest: true` is set:
+1.  **Queue Pruning:** Any *pending* (queued but not yet sent) requests with the same `stream` ID are removed from the client-side queue.
+2.  **Stale Suppression:** If a request was already sent (inflight) and returns *after* a newer request was issued, its result is rejected with `"Stale"` to prevent UI jitter.
+
+## Limitations
+*   **No Server Cancellation:** This feature does not interrupt queries already executing on the database. It only prevents new stale queries from being sent and suppresses stale results.
diff --git a/packages/mosaic/core/src/Coordinator.ts b/packages/mosaic/core/src/Coordinator.ts
index 104c65b39..62d9f8538 100644
--- a/packages/mosaic/core/src/Coordinator.ts
+++ b/packages/mosaic/core/src/Coordinator.ts
@@ -166,6 +166,8 @@ export class Coordinator {
    * @param options.cache If true, cache the query result client-side within the QueryManager.
    * @param options.persist If true, request the database server to persist a cached query server-side.
    * @param options.priority The query priority, defaults to `Priority.Normal`.
+   * @param options.stream Stream ID for grouping related requests (e.g., 'brush').
+   * @param options.latest If true, keeps only the most recent pending request for the stream ID. Older queued requests are pruned.
    * @returns A query result promise.
    */
   query(
@@ -175,6 +177,8 @@ export class Coordinator {
       cache?: boolean;
       persist?: boolean;
       priority?: number;
+      stream?: string;
+      latest?: boolean;
       [key: string]: unknown;
     }
   ): QueryResult<Table>;
@@ -185,6 +189,8 @@ export class Coordinator {
       cache?: boolean;
       persist?: boolean;
       priority?: number;
+      stream?: string;
+      latest?: boolean;
       [key: string]: unknown;
     }
   ): QueryResult<unknown>;
@@ -195,6 +201,8 @@ export class Coordinator {
       cache?: boolean;
       persist?: boolean;
       priority?: number;
+      stream?: string;
+      latest?: boolean;
       [key: string]: unknown;
     } = {}
   ): QueryResult<any> {
@@ -202,9 +210,11 @@ export class Coordinator {
       type = 'arrow',
       cache = true,
       priority = Priority.Normal,
+      stream,
+      latest,
       ...otherOptions
     } = options;
-    return this.manager.request({ type, query, cache, options: otherOptions }, priority);
+    return this.manager.request({ type, query, cache, stream, latest, options: otherOptions }, priority);
   }
 
   /**
@@ -217,11 +227,11 @@ export class Coordinator {
    */
   prefetch(
     query: QueryType,
-    options?: { type?: 'arrow'; [key: string]: unknown }
+    options?: { type?: 'arrow';[key: string]: unknown }
   ): QueryResult<Table>
   prefetch(
     query: QueryType,
-    options?: { type?: 'json'; [key: string]: unknown }
+    options?: { type?: 'json';[key: string]: unknown }
   ): QueryResult<unknown>
   prefetch(
     query: QueryType,
diff --git a/packages/mosaic/core/src/QueryManager.ts b/packages/mosaic/core/src/QueryManager.ts
index 450956211..b89651581 100644
--- a/packages/mosaic/core/src/QueryManager.ts
+++ b/packages/mosaic/core/src/QueryManager.ts
@@ -19,6 +19,7 @@ export class QueryManager {
   public pendingResults: QueryResult[];
   private maxConcurrentRequests: number;
   private pendingExec: boolean;
+  private streamGen = new Map<string, number>();
 
   constructor(maxConcurrentRequests: number = 32) {
     this.queue = new PriorityQueue(3);
@@ -103,6 +104,14 @@ export class QueryManager {
 
       const data = await promise;
 
+      if (request.stream && request.latest) {
+        if (request.streamGen !== this.streamGen.get(request.stream)) {
+          this._logger.debug('Suppressing stale result', { stream: request.stream, gen: request.streamGen });
+          result.reject('Stale');
+          return;
+        }
+      }
+
       if (cache) this.clientCache!.set(sql!, data);
 
       this._logger.debug(`Request: ${(performance.now() - t0).toFixed(1)}`);
@@ -179,6 +188,27 @@ export class QueryManager {
   request(request: QueryRequest, priority: number = Priority.Normal): QueryResult {
     const result = new QueryResult();
     const entry = { request, result };
+
+    if (request.stream && request.latest) {
+      // Latest-Only Scheduling:
+      // 1. Increment generation counter for this stream.
+      // 2. Prune any older queued requests for the same stream.
+      // 3. Mark request with generationID so stale results can be suppressed.
+      // Note: Inflight requests on the server are NOT cancelled.
+      const gen = (this.streamGen.get(request.stream) ?? 0) + 1;
+      this.streamGen.set(request.stream, gen);
+      request.streamGen = gen;
+
+      this.queue.remove(entry => {
+        const req = entry.request;
+        if (req.stream === request.stream && req.latest) {
+          entry.result.reject('Stale');
+          return true;
+        }
+        return false;
+      });
+    }
+
     if (this._consolidate) {
       this._consolidate.add(entry, priority);
     } else {
diff --git a/packages/mosaic/core/src/types.ts b/packages/mosaic/core/src/types.ts
index 028808e3c..73bbde908 100644
--- a/packages/mosaic/core/src/types.ts
+++ b/packages/mosaic/core/src/types.ts
@@ -7,6 +7,9 @@ export interface QueryRequest {
   query: string | Query | DescribeQuery;
   cache?: boolean;
   options?: Record<string, unknown>;
+  stream?: string;
+  latest?: boolean;
+  streamGen?: number;
 }
 
 /** Type for an entry within a query manager. */
diff --git a/packages/mosaic/core/test/querymanager-latest-only.test.ts b/packages/mosaic/core/test/querymanager-latest-only.test.ts
new file mode 100644
index 000000000..3b233fc52
--- /dev/null
+++ b/packages/mosaic/core/test/querymanager-latest-only.test.ts
@@ -0,0 +1,66 @@
+import { describe, it, expect } from 'vitest';
+import { QueryManager, Priority } from '../src/QueryManager.js';
+import type { Connector } from '../src/connectors/Connector.js';
+
+// Mock connector that counts how many times query() is actually invoked.
+// Adds a small delay so queued requests build up and pruning can occur.
+class CountingConnector implements Connector {
+    public calls: number = 0;
+
+    async query(req: any): Promise<any> {
+        this.calls += 1;
+        // Delay to ensure queue backlog exists (so pruning matters)
+        await new Promise(r => setTimeout(r, 50));
+
+        // Return something valid for json requests
+        if (req.type === 'json') return [{ ok: true }];
+        if (req.type === 'exec') return;
+        // Arrow is not needed here; if used, return empty
+        return [];
+    }
+}
+
+describe('QueryManager latest-only scheduling', () => {
+    it('prunes stale requests and executes only a small number of connector calls', async () => {
+        const connector = new CountingConnector();
+
+        // Concurrency = 1 to force a backlog
+        const qm = new QueryManager(1);
+        qm.connector(connector);
+
+        // Disable consolidation/caching to isolate latest-only behavior
+        qm.cache(false);
+        qm.consolidate(false);
+
+        const N = 30;
+
+        // Fire N requests quickly: same stream, latest-only.
+        // The correct implementation should reject stale ones and only fulfill the latest.
+        const reqs = Array.from({ length: N }, (_, i) => {
+            return qm.request(
+                {
+                    type: 'json',
+                    query: `SELECT ${i} AS qid`,
+                    cache: false,
+                    stream: 'ui',
+                    latest: true
+                    // streamGen: (only add if your implementation requires it; Step 13.1 will tell us)
+                },
+                Priority.Normal
+            );
+        });
+
+        const settled = await Promise.allSettled(reqs as any);
+
+        const fulfilled = settled.filter(x => x.status === 'fulfilled').length;
+        const rejected = settled.filter(x => x.status === 'rejected').length;
+
+        // Core correctness: only the newest should matter.
+        expect(fulfilled).toBe(1);
+        expect(rejected).toBe(N - 1);
+
+        // Efficiency: we must not hit the connector N times.
+        // Be strict but realistic: should be single-digit calls, not 30.
+        expect(connector.calls).toBeLessThan(10);
+    });
+});