From ed1f1d0778147c3d16c2139fffd6380ad8c3b719 Mon Sep 17 00:00:00 2001
From: Chris Nicholas <ctnicholasdev@gmail.com>
Date: Tue, 12 May 2026 14:40:46 +0100
Subject: [PATCH 1/3] feat: Initial

---
 examples/nextjs-ai-cms/.env.example           |    2 +
 examples/nextjs-ai-cms/.gitignore             |    4 +
 examples/nextjs-ai-cms/README.md              |   21 +
 examples/nextjs-ai-cms/app/Providers.tsx      |   31 +
 .../nextjs-ai-cms/app/[postId]/CmsEditor.tsx  |  236 +
 examples/nextjs-ai-cms/app/[postId]/Room.tsx  |   50 +
 examples/nextjs-ai-cms/app/[postId]/page.tsx  |   17 +
 .../nextjs-ai-cms/app/actions/liveblocks.ts   |   33 +
 .../nextjs-ai-cms/app/api/ai-edit/route.ts    |  220 +
 .../app/api/liveblocks-auth/route.ts          |   25 +
 examples/nextjs-ai-cms/app/api/users/route.ts |   32 +
 .../app/components/DefaultLayout.tsx          |   44 +
 .../app/components/PostLinks.tsx              |   63 +
 examples/nextjs-ai-cms/app/config.ts          |   27 +
 examples/nextjs-ai-cms/app/database.ts        |   42 +
 examples/nextjs-ai-cms/app/example.ts         |   32 +
 examples/nextjs-ai-cms/app/globals.css        |   13 +
 .../nextjs-ai-cms/app/hooks/usePostLinks.ts   |   57 +
 examples/nextjs-ai-cms/app/layout.tsx         |   36 +
 examples/nextjs-ai-cms/app/page.tsx           |   18 +
 .../nextjs-ai-cms/app/utils/liveblocks.ts     |  105 +
 examples/nextjs-ai-cms/liveblocks.config.ts   |   49 +
 examples/nextjs-ai-cms/next-env.d.ts          |    6 +
 examples/nextjs-ai-cms/next.config.js         |    4 +
 examples/nextjs-ai-cms/package-lock.json      | 4393 +++++++++++++++++
 examples/nextjs-ai-cms/package.json           |   35 +
 examples/nextjs-ai-cms/postcss.config.js      |    6 +
 examples/nextjs-ai-cms/tailwind.config.js     |    8 +
 examples/nextjs-ai-cms/tsconfig.json          |   28 +
 29 files changed, 5637 insertions(+)
 create mode 100644 examples/nextjs-ai-cms/.env.example
 create mode 100644 examples/nextjs-ai-cms/.gitignore
 create mode 100644 examples/nextjs-ai-cms/README.md
 create mode 100644 examples/nextjs-ai-cms/app/Providers.tsx
 create mode 100644 examples/nextjs-ai-cms/app/[postId]/CmsEditor.tsx
 create mode 100644 examples/nextjs-ai-cms/app/[postId]/Room.tsx
 create mode 100644 examples/nextjs-ai-cms/app/[postId]/page.tsx
 create mode 100644 examples/nextjs-ai-cms/app/actions/liveblocks.ts
 create mode 100644 examples/nextjs-ai-cms/app/api/ai-edit/route.ts
 create mode 100644 examples/nextjs-ai-cms/app/api/liveblocks-auth/route.ts
 create mode 100644 examples/nextjs-ai-cms/app/api/users/route.ts
 create mode 100644 examples/nextjs-ai-cms/app/components/DefaultLayout.tsx
 create mode 100644 examples/nextjs-ai-cms/app/components/PostLinks.tsx
 create mode 100644 examples/nextjs-ai-cms/app/config.ts
 create mode 100644 examples/nextjs-ai-cms/app/database.ts
 create mode 100644 examples/nextjs-ai-cms/app/example.ts
 create mode 100644 examples/nextjs-ai-cms/app/globals.css
 create mode 100644 examples/nextjs-ai-cms/app/hooks/usePostLinks.ts
 create mode 100644 examples/nextjs-ai-cms/app/layout.tsx
 create mode 100644 examples/nextjs-ai-cms/app/page.tsx
 create mode 100644 examples/nextjs-ai-cms/app/utils/liveblocks.ts
 create mode 100644 examples/nextjs-ai-cms/liveblocks.config.ts
 create mode 100644 examples/nextjs-ai-cms/next-env.d.ts
 create mode 100644 examples/nextjs-ai-cms/next.config.js
 create mode 100644 examples/nextjs-ai-cms/package-lock.json
 create mode 100644 examples/nextjs-ai-cms/package.json
 create mode 100644 examples/nextjs-ai-cms/postcss.config.js
 create mode 100644 examples/nextjs-ai-cms/tailwind.config.js
 create mode 100644 examples/nextjs-ai-cms/tsconfig.json

diff --git a/examples/nextjs-ai-cms/.env.example b/examples/nextjs-ai-cms/.env.example
new file mode 100644
index 0000000000..ab5a1e8730
--- /dev/null
+++ b/examples/nextjs-ai-cms/.env.example
@@ -0,0 +1,2 @@
+LIVEBLOCKS_SECRET_KEY=sk_xxx
+OPENAI_API_KEY=
diff --git a/examples/nextjs-ai-cms/.gitignore b/examples/nextjs-ai-cms/.gitignore
new file mode 100644
index 0000000000..c3a91b99cf
--- /dev/null
+++ b/examples/nextjs-ai-cms/.gitignore
@@ -0,0 +1,4 @@
+.next
+node_modules
+.env
+.env.local
diff --git a/examples/nextjs-ai-cms/README.md b/examples/nextjs-ai-cms/README.md
new file mode 100644
index 0000000000..32a8084cbb
--- /dev/null
+++ b/examples/nextjs-ai-cms/README.md
@@ -0,0 +1,21 @@
+# Next.js AI CMS
+
+Collaborative CMS fields (title, slug, excerpt, body, published date) stored in **Liveblocks Storage**, with:
+
+- A **sidebar** of rooms (posts) and **New post** (same pattern as the Notion-like example: rooms are created via `@liveblocks/node`, listed with `getRooms` + a `roomId` prefix query).
+- A **local-only** prompt at the top; submitting it calls `POST /api/ai-edit`.
+- The API uses the [Vercel AI SDK](https://sdk.vercel.ai/) `streamText` with `Output.object()` and a Zod schema so the model streams **structured partial objects**; on each partial, the server calls [`mutateStorage`](https://liveblocks.io/docs/api-reference/liveblocks-node#post-rooms-roomId-storage-mutate) and [`createFeedMessage`](https://liveblocks.io/docs/collaboration-features/ai-collaboration) so clients see live storage + feed updates.
+- **[`setPresence`](https://liveblocks.io/docs/collaboration-features/ai-collaboration#Presence)** marks which field the AI is touching (`editingField`), surfaced in the form UI and in **`AvatarStack`**.
+
+## Docs
+
+- [AI collaboration](https://liveblocks.io/docs/collaboration-features/ai-collaboration)
+- [Feeds and agent workflows](https://liveblocks.io/blog/introducing-feeds-and-apis-for-agent-workflows)
+
+## Setup
+
+1. Copy `.env.example` to `.env.local`.
+2. Add your **Liveblocks secret** (`sk_...`) and **OpenAI** API key (`OPENAI_API_KEY`).
+3. `npm install` then `npm run dev`.
+
+`LIVEBLOCKS_SECRET_KEY` must be a valid `sk_` key so the app can build and run server routes.
diff --git a/examples/nextjs-ai-cms/app/Providers.tsx b/examples/nextjs-ai-cms/app/Providers.tsx
new file mode 100644
index 0000000000..81e473959d
--- /dev/null
+++ b/examples/nextjs-ai-cms/app/Providers.tsx
@@ -0,0 +1,31 @@
+"use client";
+
+import { LiveblocksProvider } from "@liveblocks/react/suspense";
+import { ReactNode, Suspense } from "react";
+import { authWithRandomUser } from "./example";
+import { getRoomsInfoForProvider } from "./actions/liveblocks";
+
+export function Providers({ children }: { children: ReactNode }) {
+  return (
+    <LiveblocksProvider
+      authEndpoint={authWithRandomUser("/api/liveblocks-auth")}
+      resolveUsers={async ({ userIds }) => {
+        const searchParams = new URLSearchParams(
+          userIds.map((userId) => ["userIds", userId])
+        );
+        const response = await fetch(`/api/users?${searchParams}`);
+
+        if (!response.ok) {
+          throw new Error("Problem resolving users");
+        }
+
+        return await response.json();
+      }}
+      resolveRoomsInfo={async ({ roomIds }) => {
+        return await getRoomsInfoForProvider(roomIds);
+      }}
+    >
+      <Suspense>{children}</Suspense>
+    </LiveblocksProvider>
+  );
+}
diff --git a/examples/nextjs-ai-cms/app/[postId]/CmsEditor.tsx b/examples/nextjs-ai-cms/app/[postId]/CmsEditor.tsx
new file mode 100644
index 0000000000..e3b8c478e9
--- /dev/null
+++ b/examples/nextjs-ai-cms/app/[postId]/CmsEditor.tsx
@@ -0,0 +1,236 @@
+"use client";
+
+import {
+  useFeedMessages,
+  useMutation,
+  useOthers,
+  useRoom,
+  useStorage,
+  shallow,
+  ClientSideSuspense,
+} from "@liveblocks/react/suspense";
+import { AvatarStack } from "@liveblocks/react-ui";
+import { useCallback, useMemo, useState } from "react";
+import type { CmsPost } from "../../liveblocks.config";
+import { CMS_AI_FEED_ID, AI_CMS_USER_ID } from "../config";
+
+const FIELD_LABEL: Record<keyof CmsPost, string> = {
+  title: "Title",
+  slug: "Slug",
+  excerpt: "Excerpt",
+  body: "Body",
+  publishedAt: "Published",
+};
+
+export function CmsEditor({ postId }: { postId: string }) {
+  return (
+    <ClientSideSuspense
+      fallback={<div className="p-6 text-sm text-zinc-500">Loading room…</div>}
+    >
+      <CmsEditorInner postId={postId} />
+    </ClientSideSuspense>
+  );
+}
+
+export function CmsEditorInner({ postId }: { postId: string }) {
+  void postId;
+  const room = useRoom();
+  const roomId = room.id;
+
+  const post = useStorage((root) => root.post);
+  const { messages } = useFeedMessages(CMS_AI_FEED_ID);
+
+  const [prompt, setPrompt] = useState("");
+  const [busy, setBusy] = useState(false);
+  const [error, setError] = useState<string | null>(null);
+
+  const updateField = useMutation(
+    ({ storage }, key: keyof CmsPost, value: string) => {
+      storage.get("post").set(key, value);
+    },
+    []
+  );
+
+  const setEditingField = useMutation(
+    ({ setMyPresence }, field: keyof CmsPost | null) => {
+      setMyPresence({ editingField: field });
+    },
+    []
+  );
+
+  const runAi = useCallback(async () => {
+    const trimmed = prompt.trim();
+    if (!trimmed || busy) return;
+
+    setBusy(true);
+    setError(null);
+    try {
+      const res = await fetch("/api/ai-edit", {
+        method: "POST",
+        headers: { "Content-Type": "application/json" },
+        body: JSON.stringify({ roomId, prompt: trimmed }),
+      });
+      if (!res.ok) {
+        const body = (await res.json().catch(() => ({}))) as { error?: string };
+        throw new Error(body.error ?? res.statusText);
+      }
+      setPrompt("");
+    } catch (e) {
+      setError(e instanceof Error ? e.message : "Request failed");
+    } finally {
+      setBusy(false);
+    }
+  }, [busy, prompt, roomId]);
+
+  const lastFeedLine = useMemo(() => {
+    const last = messages[messages.length - 1];
+    if (!last) return null;
+    const d = last.data;
+    if (d.kind === "start") return `Started: ${d.message ?? ""}`;
+    if (d.kind === "partial") return "Streaming field updates…";
+    if (d.kind === "complete") return "AI edit complete.";
+    if (d.kind === "error") return d.message ?? "Error";
+    return null;
+  }, [messages]);
+
+  if (!post) {
+    return null;
+  }
+
+  return (
+    <div className="flex min-h-0 flex-1 flex-col">
+      <header className="flex flex-shrink-0 items-center justify-between gap-3 border-b border-zinc-200 bg-white px-4 py-3">
+        <div className="min-w-0">
+          <h1 className="truncate text-lg font-semibold text-zinc-900">
+            {post.title || "Untitled post"}
+          </h1>
+          <p className="truncate text-xs text-zinc-500">Room: {roomId}</p>
+        </div>
+        <AvatarStack size={32} />
+      </header>
+
+      <div className="flex-shrink-0 border-b border-zinc-200 bg-zinc-50/80 p-4">
+        <div className="mx-auto max-w-3xl rounded-xl border border-zinc-200 bg-white p-4 shadow-sm">
+          <div className="mb-2 text-xs font-semibold uppercase tracking-wide text-zinc-500">
+            Ask AI to edit all fields
+          </div>
+          <p className="mb-3 text-xs text-zinc-500">
+            This prompt stays on your machine until you send it. The model
+            streams structured updates into Liveblocks Storage and the feed
+            below.
+          </p>
+          <textarea
+            value={prompt}
+            onChange={(e) => setPrompt(e.target.value)}
+            placeholder='e.g. "Turn this into a product launch post for next Tuesday"'
+            rows={3}
+            className="mb-3 w-full resize-y rounded-lg border border-zinc-200 bg-white px-3 py-2 text-sm outline-none ring-zinc-400 focus:ring-2"
+            disabled={busy}
+          />
+          <div className="flex flex-wrap items-center gap-2">
+            <button
+              type="button"
+              onClick={() => void runAi()}
+              disabled={busy || !prompt.trim()}
+              className="rounded-lg bg-indigo-600 px-4 py-2 text-sm font-medium text-white hover:bg-indigo-500 disabled:cursor-not-allowed disabled:opacity-50"
+            >
+              {busy ? "Running…" : "Run AI edit"}
+            </button>
+            {error ? (
+              <span className="text-sm text-red-600">{error}</span>
+            ) : null}
+          </div>
+          {lastFeedLine ? (
+            <p className="mt-3 border-t border-zinc-100 pt-3 text-xs text-zinc-600">
+              Feed: {lastFeedLine}
+            </p>
+          ) : null}
+        </div>
+      </div>
+
+      <div className="min-h-0 flex-1 overflow-y-auto p-4">
+        <div className="mx-auto flex max-w-3xl flex-col gap-5 pb-16">
+          {(Object.keys(FIELD_LABEL) as (keyof CmsPost)[]).map((key) => (
+            <Field
+              key={key}
+              fieldKey={key}
+              label={FIELD_LABEL[key]}
+              value={post[key]}
+              disabled={busy}
+              onChange={(v) => updateField(key, v)}
+              onFocus={() => setEditingField(key)}
+              onBlur={() => setEditingField(null)}
+            />
+          ))}
+        </div>
+      </div>
+    </div>
+  );
+}
+
+function Field({
+  fieldKey,
+  label,
+  value,
+  disabled,
+  onChange,
+  onFocus,
+  onBlur,
+}: {
+  fieldKey: keyof CmsPost;
+  label: string;
+  value: string;
+  disabled: boolean;
+  onChange: (value: string) => void;
+  onFocus: () => void;
+  onBlur: () => void;
+}) {
+  const aiHere = useOthers(
+    (others) =>
+      others.some(
+        (o) => o.id === AI_CMS_USER_ID && o.presence?.editingField === fieldKey
+      ),
+    shallow
+  );
+
+  const multiline = fieldKey === "body" || fieldKey === "excerpt";
+  const common =
+    "w-full rounded-lg border bg-white px-3 py-2 text-sm outline-none transition-shadow";
+
+  const ring = aiHere
+    ? "border-indigo-400 ring-2 ring-indigo-200"
+    : "border-zinc-200 focus:ring-2 focus:ring-zinc-300";
+
+  return (
+    <label className="flex flex-col gap-1.5">
+      <span className="text-xs font-semibold uppercase tracking-wide text-zinc-500">
+        {label}
+        {aiHere ? (
+          <span className="ml-2 font-normal normal-case text-indigo-600">
+            · AI editing
+          </span>
+        ) : null}
+      </span>
+      {multiline ? (
+        <textarea
+          value={value}
+          onChange={(e) => onChange(e.target.value)}
+          onFocus={onFocus}
+          onBlur={onBlur}
+          disabled={disabled}
+          rows={fieldKey === "body" ? 14 : 4}
+          className={`${common} ${ring}`}
+        />
+      ) : (
+        <input
+          value={value}
+          onChange={(e) => onChange(e.target.value)}
+          onFocus={onFocus}
+          onBlur={onBlur}
+          disabled={disabled}
+          className={`${common} ${ring}`}
+        />
+      )}
+    </label>
+  );
+}
diff --git a/examples/nextjs-ai-cms/app/[postId]/Room.tsx b/examples/nextjs-ai-cms/app/[postId]/Room.tsx
new file mode 100644
index 0000000000..96068d7d18
--- /dev/null
+++ b/examples/nextjs-ai-cms/app/[postId]/Room.tsx
@@ -0,0 +1,50 @@
+"use client";
+
+import { LiveObject } from "@liveblocks/client";
+import { RoomProvider } from "@liveblocks/react/suspense";
+import { ReactNode } from "react";
+import { useSearchParams } from "next/navigation";
+import type { CmsPost } from "../../liveblocks.config";
+import { getRoomId } from "../config";
+
+function defaultPost(): CmsPost {
+  const today = new Date().toISOString().slice(0, 10);
+  return {
+    title: "Untitled post",
+    slug: "untitled-post",
+    excerpt: "",
+    body: "",
+    publishedAt: today,
+  };
+}
+
+export function Room({
+  postId,
+  children,
+}: {
+  postId: string;
+  children: ReactNode;
+}) {
+  const roomId = useExampleRoomId(getRoomId(postId));
+
+  return (
+    <RoomProvider
+      id={roomId}
+      initialPresence={{
+        cursor: null,
+        editingField: null,
+      }}
+      initialStorage={{
+        post: new LiveObject<CmsPost>(defaultPost()),
+      }}
+    >
+      {children}
+    </RoomProvider>
+  );
+}
+
+function useExampleRoomId(roomId: string) {
+  const params = useSearchParams();
+  const exampleId = params?.get("exampleId");
+  return exampleId ? `${roomId}-${exampleId}` : roomId;
+}
diff --git a/examples/nextjs-ai-cms/app/[postId]/page.tsx b/examples/nextjs-ai-cms/app/[postId]/page.tsx
new file mode 100644
index 0000000000..64e628f4b5
--- /dev/null
+++ b/examples/nextjs-ai-cms/app/[postId]/page.tsx
@@ -0,0 +1,17 @@
+import { Room } from "./Room";
+import { CmsEditor } from "./CmsEditor";
+import { ClientSideSuspense } from "@liveblocks/react";
+
+export default async function PostPage({
+  params,
+}: {
+  params: Promise<{ postId: string }>;
+}) {
+  const { postId } = await params;
+
+  return (
+    <Room postId={postId}>
+      <CmsEditor postId={postId} />
+    </Room>
+  );
+}
diff --git a/examples/nextjs-ai-cms/app/actions/liveblocks.ts b/examples/nextjs-ai-cms/app/actions/liveblocks.ts
new file mode 100644
index 0000000000..759525a95b
--- /dev/null
+++ b/examples/nextjs-ai-cms/app/actions/liveblocks.ts
@@ -0,0 +1,33 @@
+"use server";
+
+import { getRooms, getPostTitle, TypedRoomDataWithInfo } from "../utils/liveblocks";
+import { getPostIdFromRoomId, getPostUrl } from "../config";
+
+export async function getRoomsAndInfo({
+  cursor,
+  limit,
+}: {
+  cursor?: string;
+  limit?: number;
+}) {
+  const { rooms, nextCursor } = await getRooms({ cursor, limit });
+  const titles = await Promise.all(rooms.map((r) => getPostTitle(r.id)));
+
+  const finalRooms: TypedRoomDataWithInfo[] = rooms.map((room, index) => ({
+    ...room,
+    info: {
+      name: titles[index] ?? "",
+      url: getPostUrl(room.metadata.postId),
+    },
+  }));
+
+  return { rooms: finalRooms, nextCursor };
+}
+
+export async function getRoomsInfoForProvider(roomIds: string[]) {
+  const titles = await Promise.all(roomIds.map((id) => getPostTitle(id)));
+  return roomIds.map((roomId, index) => ({
+    name: titles[index] ?? "",
+    url: getPostUrl(getPostIdFromRoomId(roomId)),
+  }));
+}
diff --git a/examples/nextjs-ai-cms/app/api/ai-edit/route.ts b/examples/nextjs-ai-cms/app/api/ai-edit/route.ts
new file mode 100644
index 0000000000..42d03d05cf
--- /dev/null
+++ b/examples/nextjs-ai-cms/app/api/ai-edit/route.ts
@@ -0,0 +1,220 @@
+import { NextRequest } from "next/server";
+import { streamText, Output } from "ai";
+import { z } from "zod";
+import { aiModel, AI_CMS_USER_ID, CMS_AI_FEED_ID } from "../../config";
+import { liveblocks } from "../../utils/liveblocks";
+import type { CmsPost, CmsPostPatch } from "../../../liveblocks.config";
+
+export const maxDuration = 60;
+
+const requestSchema = z.object({
+  roomId: z.string(),
+  prompt: z.string().min(1),
+});
+
+// OpenAI structured outputs require `required` to list every key in `properties`
+// at each object level. Optional keys / nested partial objects are rejected.
+// Use required keys with `string | null`: null means “do not change this field”.
+const cmsFieldNullable = z.union([z.string(), z.null()]);
+
+const cmsPostSchema = z.object({
+  title: cmsFieldNullable,
+  slug: cmsFieldNullable,
+  excerpt: cmsFieldNullable,
+  body: cmsFieldNullable,
+  publishedAt: cmsFieldNullable,
+});
+
+type CmsAiFields = z.infer<typeof cmsPostSchema>;
+
+const CMS_KEYS: (keyof CmsPost)[] = [
+  "title",
+  "slug",
+  "excerpt",
+  "body",
+  "publishedAt",
+];
+
+function toStoragePatch(p: Partial<CmsAiFields> | CmsAiFields): CmsPostPatch {
+  const out: CmsPostPatch = {};
+  for (const k of CMS_KEYS) {
+    const v = p[k];
+    if (typeof v === "string") {
+      out[k] = v;
+    }
+  }
+  return out;
+}
+
+const ROOM_PREFIX = "liveblocks:examples:nextjs-ai-cms:";
+
+function assertRoomAllowed(roomId: string) {
+  if (!roomId.startsWith(ROOM_PREFIX)) {
+    throw new Error("Invalid room");
+  }
+}
+
+async function ensureCmsAiFeed(roomId: string) {
+  try {
+    await liveblocks.getFeed({ roomId, feedId: CMS_AI_FEED_ID });
+  } catch {
+    await liveblocks.createFeed({
+      roomId,
+      feedId: CMS_AI_FEED_ID,
+      metadata: { kind: "cms-ai-editor" },
+    });
+  }
+}
+
+function pickActiveField(p: CmsPostPatch): keyof CmsPost | null {
+  const order = ["title", "slug", "excerpt", "publishedAt", "body"] as const;
+  let last: keyof CmsPost | null = null;
+  for (const k of order) {
+    const v = p[k];
+    if (typeof v === "string") {
+      last = k;
+    }
+  }
+  return last;
+}
+
+async function applyPartialToRoom(roomId: string, partial: CmsPostPatch) {
+  await liveblocks.mutateStorage(roomId, ({ root }) => {
+    const post = root.get("post");
+    for (const key of CMS_KEYS) {
+      const v = partial[key];
+      if (typeof v === "string") {
+        post.set(key, v);
+      }
+    }
+  });
+}
+
+async function setAiFieldPresence(
+  roomId: string,
+  editingField: keyof CmsPost | null
+) {
+  await liveblocks.setPresence(roomId, {
+    userId: AI_CMS_USER_ID,
+    data: {
+      cursor: null,
+      editingField,
+    },
+    userInfo: {
+      name: "AI Assistant",
+      avatar: "https://liveblocks.io/avatars/avatar-8.png",
+      color: "#6366f1",
+    },
+    ttl: 120,
+  });
+}
+
+export async function POST(req: NextRequest) {
+  if (!process.env.OPENAI_API_KEY) {
+    return Response.json({ error: "Missing OPENAI_API_KEY" }, { status: 500 });
+  }
+
+  const parsed = requestSchema.safeParse(await req.json());
+  if (!parsed.success) {
+    return Response.json({ error: "Invalid body" }, { status: 400 });
+  }
+
+  const { roomId, prompt } = parsed.data;
+
+  try {
+    assertRoomAllowed(roomId);
+  } catch {
+    return Response.json({ error: "Forbidden" }, { status: 403 });
+  }
+
+  try {
+    await liveblocks.getRoom(roomId);
+  } catch {
+    return Response.json({ error: "Room not found" }, { status: 404 });
+  }
+
+  await ensureCmsAiFeed(roomId);
+
+  const current = (await liveblocks.getStorageDocument(roomId, "json")) as {
+    post: CmsPost;
+  };
+
+  await liveblocks.createFeedMessage({
+    roomId,
+    feedId: CMS_AI_FEED_ID,
+    data: { kind: "start", message: prompt },
+  });
+
+  await setAiFieldPresence(roomId, null);
+
+  const system = `You are editing a CMS document. Each field is independent.
+
+Fields:
+- title: post headline
+- slug: URL slug (lowercase, hyphens)
+- excerpt: short summary
+- body: main article (markdown allowed)
+- publishedAt: ISO date YYYY-MM-DD
+
+Your structured output MUST include every key: title, slug, excerpt, body, publishedAt.
+For each key:
+- use a **string** to set or replace that field in storage
+- use **null** to leave that field unchanged (do not copy the current value as a string unless you are editing it)
+
+Only use non-null values for fields the user asked to change or that must change for their request.
+
+Current document JSON:
+${JSON.stringify(current.post, null, 2)}`;
+
+  const result = streamText({
+    model: aiModel,
+    output: Output.object({ schema: cmsPostSchema }),
+    system,
+    prompt,
+  });
+
+  try {
+    for await (const partial of result.partialOutputStream) {
+      if (!partial) continue;
+
+      const p = toStoragePatch(partial);
+      const active = pickActiveField(p);
+
+      // These three HTTP calls are independent; run them in parallel per chunk.
+      await Promise.all([
+        applyPartialToRoom(roomId, p),
+        setAiFieldPresence(roomId, active),
+        liveblocks.createFeedMessage({
+          roomId,
+          feedId: CMS_AI_FEED_ID,
+          data: {
+            kind: "partial",
+            fields: p,
+          },
+        }),
+      ]);
+    }
+
+    const final = await result.output;
+    await applyPartialToRoom(roomId, toStoragePatch(final));
+
+    await liveblocks.createFeedMessage({
+      roomId,
+      feedId: CMS_AI_FEED_ID,
+      data: { kind: "complete", fields: toStoragePatch(final) },
+    });
+
+    await setAiFieldPresence(roomId, null);
+
+    return Response.json({ ok: true });
+  } catch (err) {
+    const message = err instanceof Error ? err.message : "Unknown error";
+    await liveblocks.createFeedMessage({
+      roomId,
+      feedId: CMS_AI_FEED_ID,
+      data: { kind: "error", message },
+    });
+    await setAiFieldPresence(roomId, null);
+    return Response.json({ error: message }, { status: 500 });
+  }
+}
diff --git a/examples/nextjs-ai-cms/app/api/liveblocks-auth/route.ts b/examples/nextjs-ai-cms/app/api/liveblocks-auth/route.ts
new file mode 100644
index 0000000000..48c99e106e
--- /dev/null
+++ b/examples/nextjs-ai-cms/app/api/liveblocks-auth/route.ts
@@ -0,0 +1,25 @@
+import { Liveblocks } from "@liveblocks/node";
+import { NextRequest } from "next/server";
+import { getSession } from "../../example";
+
+export const dynamic = "force-dynamic";
+
+export async function POST(request: NextRequest) {
+  const secret = process.env.LIVEBLOCKS_SECRET_KEY;
+  if (!secret || !secret.startsWith("sk_")) {
+    return new Response("Missing LIVEBLOCKS_SECRET_KEY", { status: 500 });
+  }
+
+  const user = await getSession(request);
+
+  const liveblocks = new Liveblocks({ secret });
+
+  const session = liveblocks.prepareSession(`${user.id}`, {
+    userInfo: user.info,
+  });
+
+  session.allow(`liveblocks:examples:nextjs-ai-cms:*`, session.FULL_ACCESS);
+
+  const { body, status } = await session.authorize();
+  return new Response(body, { status });
+}
diff --git a/examples/nextjs-ai-cms/app/api/users/route.ts b/examples/nextjs-ai-cms/app/api/users/route.ts
new file mode 100644
index 0000000000..570cb5fc1b
--- /dev/null
+++ b/examples/nextjs-ai-cms/app/api/users/route.ts
@@ -0,0 +1,32 @@
+import { getUser } from "../../database";
+import { NextRequest } from "next/server";
+import { AI_CMS_USER_ID } from "../../config";
+
+export async function GET(request: NextRequest) {
+  const { searchParams } = new URL(request.url);
+  const userIds = searchParams.getAll("userIds");
+
+  if (!userIds || userIds.length === 0) {
+    return new Response("Missing `userIds` query parameter", { status: 400 });
+  }
+
+  const users = userIds.map((id) => {
+    const u = getUser(id);
+    if (u) {
+      return u;
+    }
+    if (id === AI_CMS_USER_ID) {
+      return {
+        id,
+        info: {
+          name: "AI Assistant",
+          avatar: "https://liveblocks.io/avatars/avatar-8.png",
+          color: "#6366f1",
+        },
+      } satisfies Liveblocks["UserMeta"];
+    }
+    return null;
+  });
+
+  return Response.json(users);
+}
diff --git a/examples/nextjs-ai-cms/app/components/DefaultLayout.tsx b/examples/nextjs-ai-cms/app/components/DefaultLayout.tsx
new file mode 100644
index 0000000000..8cc3c173ed
--- /dev/null
+++ b/examples/nextjs-ai-cms/app/components/DefaultLayout.tsx
@@ -0,0 +1,44 @@
+import { ReactNode } from "react";
+import { createRoom } from "../utils/liveblocks";
+import { redirect } from "next/navigation";
+import { getPostUrl } from "../config";
+import { PostLinks } from "./PostLinks";
+
+export default async function DefaultLayout({
+  children,
+}: {
+  children: ReactNode;
+}) {
+  async function create() {
+    "use server";
+
+    const room = await createRoom();
+    redirect(getPostUrl(room.metadata.postId));
+  }
+
+  return (
+    <div className="flex h-full max-h-full">
+      <aside className="flex h-full w-[260px] flex-shrink-0 flex-col border-r border-zinc-200 bg-white">
+        <div className="flex items-center justify-between gap-2 border-b border-zinc-100 px-3 py-3">
+          <span className="text-sm font-semibold tracking-tight text-zinc-900">
+            Posts
+          </span>
+          <form action={create}>
+            <button
+              type="submit"
+              className="rounded-md bg-zinc-900 px-2.5 py-1.5 text-xs font-medium text-white hover:bg-zinc-800"
+            >
+              New post
+            </button>
+          </form>
+        </div>
+
+        <div className="min-h-0 flex-1 overflow-y-auto p-2">
+          <PostLinks />
+        </div>
+      </aside>
+
+      <div className="relative flex h-full min-w-0 flex-1 flex-col">{children}</div>
+    </div>
+  );
+}
diff --git a/examples/nextjs-ai-cms/app/components/PostLinks.tsx b/examples/nextjs-ai-cms/app/components/PostLinks.tsx
new file mode 100644
index 0000000000..b0e5fcabe0
--- /dev/null
+++ b/examples/nextjs-ai-cms/app/components/PostLinks.tsx
@@ -0,0 +1,63 @@
+"use client";
+
+import Link from "next/link";
+import { usePathname } from "next/navigation";
+import { usePostLinks } from "../hooks/usePostLinks";
+
+export function PostLinks() {
+  const pathname = usePathname();
+  const { data, error, isLoading, size, setSize, reachedEnd, isLoadingMore } =
+    usePostLinks();
+
+  if (error) {
+    return <div className="p-2 text-sm text-red-600">Could not load posts</div>;
+  }
+
+  if (isLoading) {
+    return (
+      <div className="flex flex-col gap-1 px-2 py-2">
+        {Array.from({ length: 6 }).map((_, index) => (
+          <div key={index} className="h-8 w-full animate-pulse rounded bg-zinc-100" />
+        ))}
+      </div>
+    );
+  }
+
+  if (!data || data[0].rooms.length === 0) {
+    return (
+      <div className="px-2 py-3 text-sm text-zinc-500">
+        No posts yet. Create one with <strong>New post</strong>.
+      </div>
+    );
+  }
+
+  return (
+    <div className="flex flex-col gap-0.5">
+      {data.map((d) =>
+        d.rooms.map((room) => (
+          <Link
+            key={room.id}
+            href={room.info.url}
+            data-active={pathname === room.info.url ? true : undefined}
+            className="truncate rounded-md px-2 py-1.5 text-sm text-zinc-700 hover:bg-zinc-100 data-[active]:bg-zinc-200/80 data-[active]:font-medium data-[active]:text-zinc-900"
+          >
+            {room.info.name || (
+              <span className="italic text-zinc-400">Untitled</span>
+            )}
+          </Link>
+        ))
+      )}
+
+      {!reachedEnd ? (
+        <button
+          type="button"
+          onClick={() => setSize(size + 1)}
+          disabled={isLoadingMore}
+          className="mt-1 rounded-md py-1.5 text-center text-xs font-medium text-zinc-600 hover:text-zinc-900 disabled:opacity-50"
+        >
+          {isLoadingMore ? "Loading…" : "Load more"}
+        </button>
+      ) : null}
+    </div>
+  );
+}
diff --git a/examples/nextjs-ai-cms/app/config.ts b/examples/nextjs-ai-cms/app/config.ts
new file mode 100644
index 0000000000..c839dfc0e4
--- /dev/null
+++ b/examples/nextjs-ai-cms/app/config.ts
@@ -0,0 +1,27 @@
+import { createOpenAI } from "@ai-sdk/openai";
+
+const openai = createOpenAI({
+  apiKey: process.env.OPENAI_API_KEY,
+});
+
+/** Model used by the AI edit API route */
+export const aiModel = openai("gpt-4o-mini");
+
+export function getRoomId(postId: string) {
+  return `liveblocks:examples:nextjs-ai-cms:${postId}`;
+}
+
+export function getPostIdFromRoomId(roomId: string) {
+  const prefix = "liveblocks:examples:nextjs-ai-cms:";
+  return roomId.startsWith(prefix) ? roomId.slice(prefix.length) : roomId;
+}
+
+export function getPostUrl(postId: string) {
+  return `/${postId}`;
+}
+
+/** Feed id (per room) used for AI edit streaming events */
+export const CMS_AI_FEED_ID = "cms-ai";
+
+/** Presence user id for server-driven AI presence */
+export const AI_CMS_USER_ID = "ai@nextjs-ai-cms";
diff --git a/examples/nextjs-ai-cms/app/database.ts b/examples/nextjs-ai-cms/app/database.ts
new file mode 100644
index 0000000000..c4ea97b778
--- /dev/null
+++ b/examples/nextjs-ai-cms/app/database.ts
@@ -0,0 +1,42 @@
+const USER_INFO: Liveblocks["UserMeta"][] = [
+  {
+    id: "charlie.layne@example.com",
+    info: {
+      name: "Charlie Layne",
+      color: "#D583F0",
+      avatar: "https://liveblocks.io/avatars/avatar-1.png",
+    },
+  },
+  {
+    id: "mislav.abha@example.com",
+    info: {
+      name: "Mislav Abha",
+      color: "#F08385",
+      avatar: "https://liveblocks.io/avatars/avatar-2.png",
+    },
+  },
+  {
+    id: "tatum-paolo@example.com",
+    info: {
+      name: "Tatum Paolo",
+      color: "#F0D885",
+      avatar: "https://liveblocks.io/avatars/avatar-3.png",
+    },
+  },
+  {
+    id: "anjali-wanda@example.com",
+    info: {
+      name: "Anjali Wanda",
+      color: "#85EED6",
+      avatar: "https://liveblocks.io/avatars/avatar-4.png",
+    },
+  },
+];
+
+export function getRandomUser() {
+  return USER_INFO[Math.floor(Math.random() * USER_INFO.length)]!;
+}
+
+export function getUser(id: string) {
+  return USER_INFO.find((u) => u.id === id) || null;
+}
diff --git a/examples/nextjs-ai-cms/app/example.ts b/examples/nextjs-ai-cms/app/example.ts
new file mode 100644
index 0000000000..bbe56bf65a
--- /dev/null
+++ b/examples/nextjs-ai-cms/app/example.ts
@@ -0,0 +1,32 @@
+import { getUser, getRandomUser } from "./database";
+
+/**
+ * These utilities are used when deploying an example on liveblocks.io.
+ * You can ignore them completely if you run the example locally.
+ */
+
+const userId = getRandomUser().id;
+
+export function authWithRandomUser(endpoint: string) {
+  return async (room?: string) => {
+    const response = await fetch(endpoint, {
+      method: "POST",
+      headers: {
+        "Content-Type": "application/json",
+      },
+      body: JSON.stringify({ room, userId }),
+    });
+    return await response.json();
+  };
+}
+
+export async function getSession(request: Request) {
+  const { userId } = await request.json();
+  const user = getUser(userId);
+
+  if (!user) {
+    throw Error("User not found");
+  }
+
+  return user;
+}
diff --git a/examples/nextjs-ai-cms/app/globals.css b/examples/nextjs-ai-cms/app/globals.css
new file mode 100644
index 0000000000..fc40db91cf
--- /dev/null
+++ b/examples/nextjs-ai-cms/app/globals.css
@@ -0,0 +1,13 @@
+@import "@liveblocks/react-ui/styles.css";
+
+@tailwind base;
+@tailwind components;
+@tailwind utilities;
+
+html {
+  overflow: hidden;
+}
+
+body {
+  margin: 0;
+}
diff --git a/examples/nextjs-ai-cms/app/hooks/usePostLinks.ts b/examples/nextjs-ai-cms/app/hooks/usePostLinks.ts
new file mode 100644
index 0000000000..2698c1583d
--- /dev/null
+++ b/examples/nextjs-ai-cms/app/hooks/usePostLinks.ts
@@ -0,0 +1,57 @@
+"use client";
+
+import useSWRInfinite from "swr/infinite";
+import { useEffect, useState } from "react";
+import { usePathname } from "next/navigation";
+import { getRoomsAndInfo } from "../actions/liveblocks";
+
+const PAGE_LOAD_COUNT = 12;
+const INITIAL_PAGE_MULTIPLIER = 1;
+const REFRESH_TIME_MS = 10_000;
+
+const NO_CURSOR = Symbol();
+
+export function usePostLinks() {
+  const [reachedEnd, setReachedEnd] = useState(false);
+
+  const result = useSWRInfinite(
+    (pageIndex, previousPageData) => {
+      if (pageIndex === 0 || !previousPageData) {
+        return NO_CURSOR;
+      }
+      if (!previousPageData.nextCursor) {
+        return null;
+      }
+      return previousPageData.nextCursor;
+    },
+    async (cursor) => {
+      const data = await getRoomsAndInfo({
+        cursor: cursor === NO_CURSOR ? undefined : cursor,
+        limit: PAGE_LOAD_COUNT,
+      });
+
+      if (!data.nextCursor) {
+        setReachedEnd(true);
+      }
+
+      return data;
+    },
+    {
+      refreshInterval: REFRESH_TIME_MS,
+      initialSize: INITIAL_PAGE_MULTIPLIER,
+    }
+  );
+
+  const isLoadingMore =
+    result.isLoading ||
+    (result.size > 0 &&
+      result.data &&
+      typeof result.data[result.size - 1] === "undefined");
+
+  const pathname = usePathname();
+  useEffect(() => {
+    void result.mutate();
+  }, [pathname]);
+
+  return { ...result, reachedEnd, isLoadingMore };
+}
diff --git a/examples/nextjs-ai-cms/app/layout.tsx b/examples/nextjs-ai-cms/app/layout.tsx
new file mode 100644
index 0000000000..2affc9571b
--- /dev/null
+++ b/examples/nextjs-ai-cms/app/layout.tsx
@@ -0,0 +1,36 @@
+import type { Metadata } from "next";
+import { Inter } from "next/font/google";
+import "./globals.css";
+import { Suspense } from "react";
+import { Providers } from "./Providers";
+import DefaultLayout from "./components/DefaultLayout";
+
+const inter = Inter({ subsets: ["latin"] });
+
+export const metadata: Metadata = {
+  title: "Liveblocks — Next.js AI CMS",
+};
+
+export default function Layout({ children }: { children: React.ReactNode }) {
+  return (
+    <html lang="en">
+      <head>
+        <link
+          href="https://liveblocks.io/favicon-32x32.png"
+          rel="icon"
+          sizes="32x32"
+          type="image/png"
+        />
+      </head>
+      <body className={inter.className}>
+        <main className="text-base relative h-screen max-h-screen bg-zinc-50 text-zinc-900">
+          <Suspense>
+            <Providers>
+              <DefaultLayout>{children}</DefaultLayout>
+            </Providers>
+          </Suspense>
+        </main>
+      </body>
+    </html>
+  );
+}
diff --git a/examples/nextjs-ai-cms/app/page.tsx b/examples/nextjs-ai-cms/app/page.tsx
new file mode 100644
index 0000000000..6b0f6e8927
--- /dev/null
+++ b/examples/nextjs-ai-cms/app/page.tsx
@@ -0,0 +1,18 @@
+import { redirect } from "next/navigation";
+import { createRoom, getLatestRoom } from "./utils/liveblocks";
+import { getPostUrl } from "./config";
+
+export const dynamic = "force-dynamic";
+export const maxDuration = 60;
+export const revalidate = 0;
+
+export default async function Page() {
+  const room = await getLatestRoom();
+
+  if (!room) {
+    const newRoom = await createRoom();
+    redirect(getPostUrl(newRoom.metadata.postId));
+  }
+
+  redirect(getPostUrl(room.metadata.postId));
+}
diff --git a/examples/nextjs-ai-cms/app/utils/liveblocks.ts b/examples/nextjs-ai-cms/app/utils/liveblocks.ts
new file mode 100644
index 0000000000..d305bcae0d
--- /dev/null
+++ b/examples/nextjs-ai-cms/app/utils/liveblocks.ts
@@ -0,0 +1,105 @@
+import { Liveblocks as LiveblocksNode, RoomData } from "@liveblocks/node";
+import { nanoid } from "nanoid";
+import type { CmsPost } from "../../liveblocks.config";
+import { CMS_AI_FEED_ID, getRoomId } from "../config";
+
+import "../../liveblocks.config";
+
+const secret = process.env.LIVEBLOCKS_SECRET_KEY;
+if (!secret?.startsWith("sk_")) {
+  throw new Error(
+    "Missing LIVEBLOCKS_SECRET_KEY — copy a secret key from https://liveblocks.io/dashboard/apikeys"
+  );
+}
+
+export const liveblocks = new LiveblocksNode({ secret });
+
+export type RoomInfo = { name: string; url: string };
+
+export type TypedRoomData = RoomData & { metadata: { postId: string } };
+
+export type TypedRoomDataWithInfo = TypedRoomData & { info: RoomInfo };
+
+const ROOM_QUERY = {
+  roomId: { startsWith: "liveblocks:examples:nextjs-ai-cms:" },
+} as const;
+
+function defaultPost(): CmsPost {
+  const today = new Date().toISOString().slice(0, 10);
+  return {
+    title: "Untitled post",
+    slug: "untitled-post",
+    excerpt: "",
+    body: "",
+    publishedAt: today,
+  };
+}
+
+export async function getLatestRoom() {
+  const { data: rooms = [] } = await liveblocks.getRooms({
+    limit: 1,
+    query: ROOM_QUERY,
+  });
+
+  return rooms.length ? (rooms[0] as TypedRoomData) : null;
+}
+
+export async function createRoom() {
+  const postId = nanoid();
+
+  const room = (await liveblocks.createRoom(getRoomId(postId), {
+    defaultAccesses: ["room:write"],
+    metadata: { postId },
+  })) as TypedRoomData;
+
+  const post = defaultPost();
+
+  await liveblocks.initializeStorageDocument(room.id, {
+    liveblocksType: "LiveObject",
+    data: {
+      post: {
+        liveblocksType: "LiveObject",
+        data: post,
+      },
+    },
+  });
+
+  try {
+    await liveblocks.createFeed({
+      roomId: room.id,
+      feedId: CMS_AI_FEED_ID,
+      metadata: { kind: "cms-ai-editor" },
+    });
+  } catch {
+    // Feed may already exist (idempotent retries)
+  }
+
+  return room;
+}
+
+export async function getRooms({
+  cursor,
+  limit,
+}: {
+  cursor?: string;
+  limit?: number;
+}) {
+  const { data: rooms = [], nextCursor } = await liveblocks.getRooms({
+    startingAfter: cursor,
+    limit,
+    query: ROOM_QUERY,
+  });
+
+  return { rooms: rooms as TypedRoomData[], nextCursor };
+}
+
+export async function getPostTitle(roomId: string) {
+  try {
+    const storage = (await liveblocks.getStorageDocument(roomId, "json")) as {
+      post?: CmsPost;
+    };
+    return storage.post?.title ?? "";
+  } catch {
+    return "";
+  }
+}
diff --git a/examples/nextjs-ai-cms/liveblocks.config.ts b/examples/nextjs-ai-cms/liveblocks.config.ts
new file mode 100644
index 0000000000..fa23f402f0
--- /dev/null
+++ b/examples/nextjs-ai-cms/liveblocks.config.ts
@@ -0,0 +1,49 @@
+import { LiveObject } from "@liveblocks/client";
+
+export type CmsPost = {
+  title: string;
+  slug: string;
+  excerpt: string;
+  body: string;
+  /** ISO 8601 date (YYYY-MM-DD) */
+  publishedAt: string;
+};
+
+/** Storage updates: only string entries are applied. (AI uses null in its JSON for “unchanged”.) */
+export type CmsPostPatch = Partial<CmsPost>;
+
+declare global {
+  interface Liveblocks {
+    Presence: {
+      cursor: null;
+      /** Field the user or AI is currently editing (AI via `setPresence`). */
+      editingField: keyof CmsPost | null;
+    };
+
+    Storage: {
+      post: LiveObject<CmsPost>;
+    };
+
+    UserMeta: {
+      id: string;
+      info: {
+        name: string;
+        avatar: string;
+        color: string;
+      };
+    };
+
+    FeedMetadata: {
+      kind?: string;
+    };
+
+    FeedMessageData: {
+      kind: "start" | "partial" | "complete" | "error";
+      /** Latest structured snapshot from the model stream */
+      fields?: CmsPostPatch;
+      message?: string;
+    };
+  }
+}
+
+export {};
diff --git a/examples/nextjs-ai-cms/next-env.d.ts b/examples/nextjs-ai-cms/next-env.d.ts
new file mode 100644
index 0000000000..c4b7818fbb
--- /dev/null
+++ b/examples/nextjs-ai-cms/next-env.d.ts
@@ -0,0 +1,6 @@
+/// <reference types="next" />
+/// <reference types="next/image-types/global" />
+import "./.next/dev/types/routes.d.ts";
+
+// NOTE: This file should not be edited
+// see https://nextjs.org/docs/app/api-reference/config/typescript for more information.
diff --git a/examples/nextjs-ai-cms/next.config.js b/examples/nextjs-ai-cms/next.config.js
new file mode 100644
index 0000000000..658404ac69
--- /dev/null
+++ b/examples/nextjs-ai-cms/next.config.js
@@ -0,0 +1,4 @@
+/** @type {import('next').NextConfig} */
+const nextConfig = {};
+
+module.exports = nextConfig;
diff --git a/examples/nextjs-ai-cms/package-lock.json b/examples/nextjs-ai-cms/package-lock.json
new file mode 100644
index 0000000000..262a1510f3
--- /dev/null
+++ b/examples/nextjs-ai-cms/package-lock.json
@@ -0,0 +1,4393 @@
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+      "license": "MIT"
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+      "license": "MIT",
+      "dependencies": {
+        "tr46": "~0.0.3",
+        "webidl-conversions": "^3.0.0"
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+      "resolved": "https://registry.npmjs.org/zod/-/zod-3.25.76.tgz",
+      "integrity": "sha512-gzUt/qt81nXsFGKIFcC3YnfEAx5NkunCfnDlvuBSSFS02bcXu4Lmea0AFIUwbLWxWPx3d9p8S5QoaujKcNQxcQ==",
+      "license": "MIT",
+      "peer": true,
+      "funding": {
+        "url": "https://github.com/sponsors/colinhacks"
+      }
+    }
+  }
+}
diff --git a/examples/nextjs-ai-cms/package.json b/examples/nextjs-ai-cms/package.json
new file mode 100644
index 0000000000..c2f61af935
--- /dev/null
+++ b/examples/nextjs-ai-cms/package.json
@@ -0,0 +1,35 @@
+{
+  "name": "@liveblocks-examples/nextjs-ai-cms",
+  "description": "Multiplayer CMS-style fields in Liveblocks Storage, with AI edits streamed via the Vercel AI SDK, feeds, and AI presence.",
+  "license": "Apache-2.0",
+  "private": true,
+  "scripts": {
+    "dev": "next dev",
+    "build": "next build",
+    "start": "next start",
+    "lint": "next lint"
+  },
+  "dependencies": {
+    "@ai-sdk/openai": "^3.0.20",
+    "@liveblocks/client": "^3.19.0",
+    "@liveblocks/node": "^3.19.0",
+    "@liveblocks/react": "^3.19.0",
+    "@liveblocks/react-ui": "^3.19.0",
+    "@types/node": "^18.11.19",
+    "@types/react": "^18.0.38",
+    "@types/react-dom": "^18.0.11",
+    "ai": "^6.0.53",
+    "nanoid": "^5.1.6",
+    "next": "^16.1.6",
+    "react": "^18.3.1",
+    "react-dom": "^18.3.1",
+    "swr": "^2.2.5",
+    "typescript": "^5.2.2",
+    "zod": "^3.23.8"
+  },
+  "devDependencies": {
+    "autoprefixer": "^10.4.23",
+    "postcss": "^8.4.49",
+    "tailwindcss": "^3.4.19"
+  }
+}
diff --git a/examples/nextjs-ai-cms/postcss.config.js b/examples/nextjs-ai-cms/postcss.config.js
new file mode 100644
index 0000000000..12a703d900
--- /dev/null
+++ b/examples/nextjs-ai-cms/postcss.config.js
@@ -0,0 +1,6 @@
+module.exports = {
+  plugins: {
+    tailwindcss: {},
+    autoprefixer: {},
+  },
+};
diff --git a/examples/nextjs-ai-cms/tailwind.config.js b/examples/nextjs-ai-cms/tailwind.config.js
new file mode 100644
index 0000000000..03ae1146a6
--- /dev/null
+++ b/examples/nextjs-ai-cms/tailwind.config.js
@@ -0,0 +1,8 @@
+/** @type {import('tailwindcss').Config} */
+module.exports = {
+  content: ["./app/**/*.{js,ts,jsx,tsx}"],
+  theme: {
+    extend: {},
+  },
+  plugins: [],
+};
diff --git a/examples/nextjs-ai-cms/tsconfig.json b/examples/nextjs-ai-cms/tsconfig.json
new file mode 100644
index 0000000000..6201b6c8e2
--- /dev/null
+++ b/examples/nextjs-ai-cms/tsconfig.json
@@ -0,0 +1,28 @@
+{
+  "compilerOptions": {
+    "target": "es2018",
+    "lib": ["dom", "dom.iterable", "esnext"],
+    "allowJs": true,
+    "skipLibCheck": true,
+    "strict": true,
+    "forceConsistentCasingInFileNames": true,
+    "noEmit": true,
+    "esModuleInterop": true,
+    "module": "esnext",
+    "moduleResolution": "bundler",
+    "resolveJsonModule": true,
+    "isolatedModules": true,
+    "jsx": "react-jsx",
+    "incremental": true,
+    "plugins": [{ "name": "next" }]
+  },
+  "include": [
+    "next-env.d.ts",
+    ".next/types/**/*.ts",
+    "**/*.ts",
+    "**/*.tsx",
+    "tailwind.config.js",
+    ".next/dev/types/**/*.ts"
+  ],
+  "exclude": ["node_modules"]
+}

From a475306a0bf114387a220e1a25c98a798b2a5f85 Mon Sep 17 00:00:00 2001
From: Chris Nicholas <ctnicholasdev@gmail.com>
Date: Tue, 12 May 2026 14:53:57 +0100
Subject: [PATCH 2/3] feat: Suggestion at top

---
 .../nextjs-ai-cms/app/[postId]/CmsEditor.tsx  | 238 ++++++++++++++----
 .../app/api/ai-draft/clear/route.ts           |  33 +++
 .../nextjs-ai-cms/app/api/ai-edit/route.ts    | 136 +++-------
 examples/nextjs-ai-cms/app/config.ts          |   4 +-
 .../nextjs-ai-cms/app/lib/cms-ai-draft.ts     |  32 +++
 .../nextjs-ai-cms/app/utils/liveblocks.ts     |   4 +-
 examples/nextjs-ai-cms/liveblocks.config.ts   |  12 +-
 examples/nextjs-ai-cms/next-env.d.ts          |   2 +-
 8 files changed, 313 insertions(+), 148 deletions(-)
 create mode 100644 examples/nextjs-ai-cms/app/api/ai-draft/clear/route.ts
 create mode 100644 examples/nextjs-ai-cms/app/lib/cms-ai-draft.ts

diff --git a/examples/nextjs-ai-cms/app/[postId]/CmsEditor.tsx b/examples/nextjs-ai-cms/app/[postId]/CmsEditor.tsx
index e3b8c478e9..957e31cc48 100644
--- a/examples/nextjs-ai-cms/app/[postId]/CmsEditor.tsx
+++ b/examples/nextjs-ai-cms/app/[postId]/CmsEditor.tsx
@@ -11,8 +11,13 @@ import {
 } from "@liveblocks/react/suspense";
 import { AvatarStack } from "@liveblocks/react-ui";
 import { useCallback, useMemo, useState } from "react";
-import type { CmsPost } from "../../liveblocks.config";
-import { CMS_AI_FEED_ID, AI_CMS_USER_ID } from "../config";
+import type { CmsPost, CmsPostPatch } from "../../liveblocks.config";
+import { CMS_AI_DRAFT_FEED_ID } from "../config";
+import {
+  CMS_DRAFT_KEYS,
+  draftToStoragePatch,
+  mergeDraftWithPost,
+} from "../lib/cms-ai-draft";
 
 const FIELD_LABEL: Record<keyof CmsPost, string> = {
   title: "Title",
@@ -38,7 +43,7 @@ export function CmsEditorInner({ postId }: { postId: string }) {
   const roomId = room.id;
 
   const post = useStorage((root) => root.post);
-  const { messages } = useFeedMessages(CMS_AI_FEED_ID);
+  const { messages } = useFeedMessages(CMS_AI_DRAFT_FEED_ID);
 
   const [prompt, setPrompt] = useState("");
   const [busy, setBusy] = useState(false);
@@ -51,6 +56,16 @@ export function CmsEditorInner({ postId }: { postId: string }) {
     []
   );
 
+  const applyPatch = useMutation(({ storage }, patch: CmsPostPatch) => {
+    const livePost = storage.get("post");
+    for (const k of CMS_DRAFT_KEYS) {
+      const v = patch[k];
+      if (typeof v === "string") {
+        livePost.set(k, v);
+      }
+    }
+  }, []);
+
   const setEditingField = useMutation(
     ({ setMyPresence }, field: keyof CmsPost | null) => {
       setMyPresence({ editingField: field });
@@ -58,6 +73,49 @@ export function CmsEditorInner({ postId }: { postId: string }) {
     []
   );
 
+  const clearDraftFeed = useCallback(async () => {
+    const res = await fetch("/api/ai-draft/clear", {
+      method: "POST",
+      headers: { "Content-Type": "application/json" },
+      body: JSON.stringify({ roomId }),
+    });
+    if (!res.ok) {
+      const body = (await res.json().catch(() => ({}))) as { error?: string };
+      throw new Error(body.error ?? res.statusText);
+    }
+  }, [roomId]);
+
+  const lastDraftSnapshot = useMemo(() => {
+    for (let i = messages.length - 1; i >= 0; i--) {
+      const d = messages[i].data;
+      if ((d.kind === "partial" || d.kind === "complete") && d.draft) {
+        return d.draft;
+      }
+    }
+    return null;
+  }, [messages]);
+
+  const hasCompleteDraft = useMemo(
+    () => messages.some((m) => m.data.kind === "complete" && m.data.draft),
+    [messages]
+  );
+
+  const feedError = useMemo(() => {
+    const last = messages[messages.length - 1];
+    if (last?.data.kind === "error") {
+      return last.data.message ?? "Draft failed";
+    }
+    return null;
+  }, [messages]);
+
+  const proposedPost = useMemo(() => {
+    if (!post || !lastDraftSnapshot) return null;
+    return mergeDraftWithPost(post, lastDraftSnapshot);
+  }, [post, lastDraftSnapshot]);
+
+  const hasDraftUi =
+    Boolean(lastDraftSnapshot) || busy || Boolean(feedError);
+
   const runAi = useCallback(async () => {
     const trimmed = prompt.trim();
     if (!trimmed || busy) return;
@@ -82,16 +140,30 @@ export function CmsEditorInner({ postId }: { postId: string }) {
     }
   }, [busy, prompt, roomId]);
 
-  const lastFeedLine = useMemo(() => {
-    const last = messages[messages.length - 1];
-    if (!last) return null;
-    const d = last.data;
-    if (d.kind === "start") return `Started: ${d.message ?? ""}`;
-    if (d.kind === "partial") return "Streaming field updates…";
-    if (d.kind === "complete") return "AI edit complete.";
-    if (d.kind === "error") return d.message ?? "Error";
-    return null;
-  }, [messages]);
+  const handleAccept = useCallback(async () => {
+    const lastComplete = [...messages]
+      .reverse()
+      .find((m) => m.data.kind === "complete" && m.data.draft);
+    if (!lastComplete?.data.draft) return;
+
+    setError(null);
+    try {
+      const patch = draftToStoragePatch(lastComplete.data.draft);
+      applyPatch(patch);
+      await clearDraftFeed();
+    } catch (e) {
+      setError(e instanceof Error ? e.message : "Could not apply draft");
+    }
+  }, [applyPatch, clearDraftFeed, messages]);
+
+  const handleCancel = useCallback(async () => {
+    setError(null);
+    try {
+      await clearDraftFeed();
+    } catch (e) {
+      setError(e instanceof Error ? e.message : "Could not discard draft");
+    }
+  }, [clearDraftFeed]);
 
   if (!post) {
     return null;
@@ -110,23 +182,75 @@ export function CmsEditorInner({ postId }: { postId: string }) {
       </header>
 
       <div className="flex-shrink-0 border-b border-zinc-200 bg-zinc-50/80 p-4">
-        <div className="mx-auto max-w-3xl rounded-xl border border-zinc-200 bg-white p-4 shadow-sm">
-          <div className="mb-2 text-xs font-semibold uppercase tracking-wide text-zinc-500">
-            Ask AI to edit all fields
+        <div className="mx-auto max-w-3xl space-y-3">
+          <div>
+            <div className="mb-1 text-xs font-semibold uppercase tracking-wide text-zinc-500">
+              Ask AI to edit all fields
+            </div>
+            <p className="text-xs text-zinc-500">
+              Prompt stays local until you send. The suggestion appears directly
+              under the input (like Cursor); the form below is unchanged until you
+              Accept.
+            </p>
+          </div>
+
+          <div className="overflow-hidden rounded-xl border border-zinc-200 bg-white shadow-sm ring-1 ring-zinc-950/5">
+            <textarea
+              value={prompt}
+              onChange={(e) => setPrompt(e.target.value)}
+              placeholder='e.g. "Turn this into a product launch post for next Tuesday"'
+              rows={3}
+              disabled={busy}
+              className="block w-full resize-y border-0 bg-transparent px-3 py-2.5 text-sm text-zinc-900 outline-none placeholder:text-zinc-400 focus:ring-2 focus:ring-inset focus:ring-indigo-200"
+            />
+
+            {hasDraftUi ? (
+              <div className="border-t border-zinc-200 bg-zinc-50/90">
+                <div className="border-l-2 border-l-indigo-500 pl-3 pr-3 py-3">
+                  <div className="mb-2 flex min-h-[1.25rem] flex-wrap items-center justify-between gap-2 text-xs">
+                    <span className="font-medium text-zinc-600">Suggestion</span>
+                    {busy ? (
+                      <span className="text-zinc-500">Streaming…</span>
+                    ) : feedError ? (
+                      <span className="text-red-600">{feedError}</span>
+                    ) : hasCompleteDraft ? (
+                      <span className="text-emerald-700">Ready to apply</span>
+                    ) : null}
+                  </div>
+
+                  <div className="max-h-[min(22rem,45vh)] overflow-y-auto pr-1">
+                    {proposedPost ? (
+                      <DraftFieldReplacement post={post} proposed={proposedPost} />
+                    ) : feedError ? (
+                      <p className="text-sm text-red-600">{feedError}</p>
+                    ) : (
+                      <p className="text-sm italic text-zinc-400">Waiting…</p>
+                    )}
+                  </div>
+
+                  <div className="mt-3 flex flex-wrap gap-2 border-t border-zinc-200/80 pt-3">
+                    <button
+                      type="button"
+                      onClick={() => void handleAccept()}
+                      disabled={busy || !hasCompleteDraft || Boolean(feedError)}
+                      className="rounded-md bg-emerald-600 px-3 py-1.5 text-sm font-medium text-white hover:bg-emerald-500 disabled:cursor-not-allowed disabled:opacity-50"
+                    >
+                      Accept
+                    </button>
+                    <button
+                      type="button"
+                      onClick={() => void handleCancel()}
+                      disabled={busy}
+                      className="rounded-md border border-zinc-300 bg-white px-3 py-1.5 text-sm font-medium text-zinc-800 hover:bg-zinc-100 disabled:cursor-not-allowed disabled:opacity-50"
+                    >
+                      Cancel
+                    </button>
+                  </div>
+                </div>
+              </div>
+            ) : null}
           </div>
-          <p className="mb-3 text-xs text-zinc-500">
-            This prompt stays on your machine until you send it. The model
-            streams structured updates into Liveblocks Storage and the feed
-            below.
-          </p>
-          <textarea
-            value={prompt}
-            onChange={(e) => setPrompt(e.target.value)}
-            placeholder='e.g. "Turn this into a product launch post for next Tuesday"'
-            rows={3}
-            className="mb-3 w-full resize-y rounded-lg border border-zinc-200 bg-white px-3 py-2 text-sm outline-none ring-zinc-400 focus:ring-2"
-            disabled={busy}
-          />
+
           <div className="flex flex-wrap items-center gap-2">
             <button
               type="button"
@@ -134,17 +258,12 @@ export function CmsEditorInner({ postId }: { postId: string }) {
               disabled={busy || !prompt.trim()}
               className="rounded-lg bg-indigo-600 px-4 py-2 text-sm font-medium text-white hover:bg-indigo-500 disabled:cursor-not-allowed disabled:opacity-50"
             >
-              {busy ? "Running…" : "Run AI edit"}
+              {busy ? "Generating…" : "Run AI edit"}
             </button>
             {error ? (
               <span className="text-sm text-red-600">{error}</span>
             ) : null}
           </div>
-          {lastFeedLine ? (
-            <p className="mt-3 border-t border-zinc-100 pt-3 text-xs text-zinc-600">
-              Feed: {lastFeedLine}
-            </p>
-          ) : null}
         </div>
       </div>
 
@@ -168,6 +287,43 @@ export function CmsEditorInner({ postId }: { postId: string }) {
   );
 }
 
+function DraftFieldReplacement({
+  post,
+  proposed,
+}: {
+  post: CmsPost;
+  proposed: CmsPost;
+}) {
+  return (
+    <div className="space-y-3.5">
+      {(Object.keys(FIELD_LABEL) as (keyof CmsPost)[]).map((key) => {
+        const cur = post[key];
+        const next = proposed[key];
+        const changed = next !== cur;
+        return (
+          <div key={key}>
+            <div className="text-[10px] font-semibold uppercase tracking-wide text-zinc-400">
+              {FIELD_LABEL[key]}
+              {changed ? (
+                <span className="ml-1.5 font-normal normal-case text-indigo-600">
+                  edited
+                </span>
+              ) : null}
+            </div>
+            <div
+              className={`mt-1 whitespace-pre-wrap rounded-md bg-white/70 px-2 py-1.5 text-sm leading-relaxed ring-1 ring-inset ring-zinc-200/80 ${
+                changed ? "text-zinc-900" : "text-zinc-500"
+              }`}
+            >
+              {next || "—"}
+            </div>
+          </div>
+        );
+      })}
+    </div>
+  );
+}
+
 function Field({
   fieldKey,
   label,
@@ -185,11 +341,9 @@ function Field({
   onFocus: () => void;
   onBlur: () => void;
 }) {
-  const aiHere = useOthers(
+  const collaboratorHere = useOthers(
     (others) =>
-      others.some(
-        (o) => o.id === AI_CMS_USER_ID && o.presence?.editingField === fieldKey
-      ),
+      others.some((o) => o.presence?.editingField === fieldKey),
     shallow
   );
 
@@ -197,7 +351,7 @@ function Field({
   const common =
     "w-full rounded-lg border bg-white px-3 py-2 text-sm outline-none transition-shadow";
 
-  const ring = aiHere
+  const ring = collaboratorHere
     ? "border-indigo-400 ring-2 ring-indigo-200"
     : "border-zinc-200 focus:ring-2 focus:ring-zinc-300";
 
@@ -205,9 +359,9 @@ function Field({
     <label className="flex flex-col gap-1.5">
       <span className="text-xs font-semibold uppercase tracking-wide text-zinc-500">
         {label}
-        {aiHere ? (
+        {collaboratorHere ? (
           <span className="ml-2 font-normal normal-case text-indigo-600">
-            · AI editing
+            · Someone is editing
           </span>
         ) : null}
       </span>
diff --git a/examples/nextjs-ai-cms/app/api/ai-draft/clear/route.ts b/examples/nextjs-ai-cms/app/api/ai-draft/clear/route.ts
new file mode 100644
index 0000000000..665b2ace52
--- /dev/null
+++ b/examples/nextjs-ai-cms/app/api/ai-draft/clear/route.ts
@@ -0,0 +1,33 @@
+import { NextRequest } from "next/server";
+import { z } from "zod";
+import { CMS_AI_DRAFT_FEED_ID } from "../../../config";
+import { liveblocks } from "../../../utils/liveblocks";
+
+const bodySchema = z.object({ roomId: z.string() });
+
+const ROOM_PREFIX = "liveblocks:examples:nextjs-ai-cms:";
+
+export async function POST(req: NextRequest) {
+  const parsed = bodySchema.safeParse(await req.json());
+  if (!parsed.success) {
+    return Response.json({ error: "Invalid body" }, { status: 400 });
+  }
+  const { roomId } = parsed.data;
+  if (!roomId.startsWith(ROOM_PREFIX)) {
+    return Response.json({ error: "Forbidden" }, { status: 403 });
+  }
+
+  try {
+    await liveblocks.deleteFeed({ roomId, feedId: CMS_AI_DRAFT_FEED_ID });
+  } catch {
+    // Feed may not exist
+  }
+
+  await liveblocks.createFeed({
+    roomId,
+    feedId: CMS_AI_DRAFT_FEED_ID,
+    metadata: { kind: "cms-ai-draft" },
+  });
+
+  return Response.json({ ok: true });
+}
diff --git a/examples/nextjs-ai-cms/app/api/ai-edit/route.ts b/examples/nextjs-ai-cms/app/api/ai-edit/route.ts
index 42d03d05cf..6a075c0610 100644
--- a/examples/nextjs-ai-cms/app/api/ai-edit/route.ts
+++ b/examples/nextjs-ai-cms/app/api/ai-edit/route.ts
@@ -1,9 +1,9 @@
 import { NextRequest } from "next/server";
 import { streamText, Output } from "ai";
 import { z } from "zod";
-import { aiModel, AI_CMS_USER_ID, CMS_AI_FEED_ID } from "../../config";
+import { aiModel, CMS_AI_DRAFT_FEED_ID } from "../../config";
 import { liveblocks } from "../../utils/liveblocks";
-import type { CmsPost, CmsPostPatch } from "../../../liveblocks.config";
+import type { CmsPost, CmsAiDraftSnapshot } from "../../../liveblocks.config";
 
 export const maxDuration = 60;
 
@@ -12,9 +12,6 @@ const requestSchema = z.object({
   prompt: z.string().min(1),
 });
 
-// OpenAI structured outputs require `required` to list every key in `properties`
-// at each object level. Optional keys / nested partial objects are rejected.
-// Use required keys with `string | null`: null means “do not change this field”.
 const cmsFieldNullable = z.union([z.string(), z.null()]);
 
 const cmsPostSchema = z.object({
@@ -27,19 +24,17 @@ const cmsPostSchema = z.object({
 
 type CmsAiFields = z.infer<typeof cmsPostSchema>;
 
-const CMS_KEYS: (keyof CmsPost)[] = [
-  "title",
-  "slug",
-  "excerpt",
-  "body",
-  "publishedAt",
-];
-
-function toStoragePatch(p: Partial<CmsAiFields> | CmsAiFields): CmsPostPatch {
-  const out: CmsPostPatch = {};
-  for (const k of CMS_KEYS) {
+function toDraftSnapshot(p: Partial<CmsAiFields> | CmsAiFields): CmsAiDraftSnapshot {
+  const out: CmsAiDraftSnapshot = {};
+  for (const k of [
+    "title",
+    "slug",
+    "excerpt",
+    "body",
+    "publishedAt",
+  ] as const) {
     const v = p[k];
-    if (typeof v === "string") {
+    if (v !== undefined) {
       out[k] = v;
     }
   }
@@ -54,58 +49,16 @@ function assertRoomAllowed(roomId: string) {
   }
 }
 
-async function ensureCmsAiFeed(roomId: string) {
+async function resetDraftFeed(roomId: string) {
   try {
-    await liveblocks.getFeed({ roomId, feedId: CMS_AI_FEED_ID });
+    await liveblocks.deleteFeed({ roomId, feedId: CMS_AI_DRAFT_FEED_ID });
   } catch {
-    await liveblocks.createFeed({
-      roomId,
-      feedId: CMS_AI_FEED_ID,
-      metadata: { kind: "cms-ai-editor" },
-    });
-  }
-}
-
-function pickActiveField(p: CmsPostPatch): keyof CmsPost | null {
-  const order = ["title", "slug", "excerpt", "publishedAt", "body"] as const;
-  let last: keyof CmsPost | null = null;
-  for (const k of order) {
-    const v = p[k];
-    if (typeof v === "string") {
-      last = k;
-    }
+    // Feed may not exist
   }
-  return last;
-}
-
-async function applyPartialToRoom(roomId: string, partial: CmsPostPatch) {
-  await liveblocks.mutateStorage(roomId, ({ root }) => {
-    const post = root.get("post");
-    for (const key of CMS_KEYS) {
-      const v = partial[key];
-      if (typeof v === "string") {
-        post.set(key, v);
-      }
-    }
-  });
-}
-
-async function setAiFieldPresence(
-  roomId: string,
-  editingField: keyof CmsPost | null
-) {
-  await liveblocks.setPresence(roomId, {
-    userId: AI_CMS_USER_ID,
-    data: {
-      cursor: null,
-      editingField,
-    },
-    userInfo: {
-      name: "AI Assistant",
-      avatar: "https://liveblocks.io/avatars/avatar-8.png",
-      color: "#6366f1",
-    },
-    ttl: 120,
+  await liveblocks.createFeed({
+    roomId,
+    feedId: CMS_AI_DRAFT_FEED_ID,
+    metadata: { kind: "cms-ai-draft" },
   });
 }
 
@@ -133,7 +86,7 @@ export async function POST(req: NextRequest) {
     return Response.json({ error: "Room not found" }, { status: 404 });
   }
 
-  await ensureCmsAiFeed(roomId);
+  await resetDraftFeed(roomId);
 
   const current = (await liveblocks.getStorageDocument(roomId, "json")) as {
     post: CmsPost;
@@ -141,13 +94,11 @@ export async function POST(req: NextRequest) {
 
   await liveblocks.createFeedMessage({
     roomId,
-    feedId: CMS_AI_FEED_ID,
+    feedId: CMS_AI_DRAFT_FEED_ID,
     data: { kind: "start", message: prompt },
   });
 
-  await setAiFieldPresence(roomId, null);
-
-  const system = `You are editing a CMS document. Each field is independent.
+  const system = `You are proposing edits to a CMS document. Nothing is saved until the user accepts.
 
 Fields:
 - title: post headline
@@ -158,10 +109,10 @@ Fields:
 
 Your structured output MUST include every key: title, slug, excerpt, body, publishedAt.
 For each key:
-- use a **string** to set or replace that field in storage
-- use **null** to leave that field unchanged (do not copy the current value as a string unless you are editing it)
+- use a **string** for the proposed new value
+- use **null** to mean “keep the current value” for that field
 
-Only use non-null values for fields the user asked to change or that must change for their request.
+Only propose non-null strings for fields the user asked to change or that must change.
 
 Current document JSON:
 ${JSON.stringify(current.post, null, 2)}`;
@@ -177,44 +128,35 @@ ${JSON.stringify(current.post, null, 2)}`;
     for await (const partial of result.partialOutputStream) {
       if (!partial) continue;
 
-      const p = toStoragePatch(partial);
-      const active = pickActiveField(p);
-
-      // These three HTTP calls are independent; run them in parallel per chunk.
-      await Promise.all([
-        applyPartialToRoom(roomId, p),
-        setAiFieldPresence(roomId, active),
-        liveblocks.createFeedMessage({
-          roomId,
-          feedId: CMS_AI_FEED_ID,
-          data: {
-            kind: "partial",
-            fields: p,
-          },
-        }),
-      ]);
+      await liveblocks.createFeedMessage({
+        roomId,
+        feedId: CMS_AI_DRAFT_FEED_ID,
+        data: {
+          kind: "partial",
+          draft: toDraftSnapshot(partial),
+        },
+      });
     }
 
     const final = await result.output;
-    await applyPartialToRoom(roomId, toStoragePatch(final));
 
     await liveblocks.createFeedMessage({
       roomId,
-      feedId: CMS_AI_FEED_ID,
-      data: { kind: "complete", fields: toStoragePatch(final) },
+      feedId: CMS_AI_DRAFT_FEED_ID,
+      data: {
+        kind: "complete",
+        draft: toDraftSnapshot(final),
+      },
     });
 
-    await setAiFieldPresence(roomId, null);
-
     return Response.json({ ok: true });
   } catch (err) {
     const message = err instanceof Error ? err.message : "Unknown error";
     await liveblocks.createFeedMessage({
       roomId,
-      feedId: CMS_AI_FEED_ID,
+      feedId: CMS_AI_DRAFT_FEED_ID,
       data: { kind: "error", message },
     });
-    await setAiFieldPresence(roomId, null);
     return Response.json({ error: message }, { status: 500 });
   }
 }
diff --git a/examples/nextjs-ai-cms/app/config.ts b/examples/nextjs-ai-cms/app/config.ts
index c839dfc0e4..4469403942 100644
--- a/examples/nextjs-ai-cms/app/config.ts
+++ b/examples/nextjs-ai-cms/app/config.ts
@@ -20,8 +20,8 @@ export function getPostUrl(postId: string) {
   return `/${postId}`;
 }
 
-/** Feed id (per room) used for AI edit streaming events */
-export const CMS_AI_FEED_ID = "cms-ai";
+/** Feed id (per room): AI draft preview (streamed); apply to Storage only on Accept */
+export const CMS_AI_DRAFT_FEED_ID = "cms-ai-draft";
 
 /** Presence user id for server-driven AI presence */
 export const AI_CMS_USER_ID = "ai@nextjs-ai-cms";
diff --git a/examples/nextjs-ai-cms/app/lib/cms-ai-draft.ts b/examples/nextjs-ai-cms/app/lib/cms-ai-draft.ts
new file mode 100644
index 0000000000..01f58388b7
--- /dev/null
+++ b/examples/nextjs-ai-cms/app/lib/cms-ai-draft.ts
@@ -0,0 +1,32 @@
+import type { CmsPost, CmsPostPatch, CmsAiDraftSnapshot } from "../../liveblocks.config";
+
+export const CMS_DRAFT_KEYS: (keyof CmsPost)[] = [
+  "title",
+  "slug",
+  "excerpt",
+  "body",
+  "publishedAt",
+];
+
+export function draftToStoragePatch(draft: CmsAiDraftSnapshot): CmsPostPatch {
+  const out: CmsPostPatch = {};
+  for (const k of CMS_DRAFT_KEYS) {
+    const v = draft[k];
+    if (typeof v === "string") {
+      out[k] = v;
+    }
+  }
+  return out;
+}
+
+/** Merge draft snapshot onto current post for preview (null/undefined → keep current). */
+export function mergeDraftWithPost(post: CmsPost, snap: CmsAiDraftSnapshot): CmsPost {
+  const out: CmsPost = { ...post };
+  for (const k of CMS_DRAFT_KEYS) {
+    const d = snap[k];
+    if (typeof d === "string") {
+      out[k] = d;
+    }
+  }
+  return out;
+}
diff --git a/examples/nextjs-ai-cms/app/utils/liveblocks.ts b/examples/nextjs-ai-cms/app/utils/liveblocks.ts
index d305bcae0d..ce08ab2d32 100644
--- a/examples/nextjs-ai-cms/app/utils/liveblocks.ts
+++ b/examples/nextjs-ai-cms/app/utils/liveblocks.ts
@@ -1,7 +1,7 @@
 import { Liveblocks as LiveblocksNode, RoomData } from "@liveblocks/node";
 import { nanoid } from "nanoid";
 import type { CmsPost } from "../../liveblocks.config";
-import { CMS_AI_FEED_ID, getRoomId } from "../config";
+import { CMS_AI_DRAFT_FEED_ID, getRoomId } from "../config";
 
 import "../../liveblocks.config";
 
@@ -67,7 +67,7 @@ export async function createRoom() {
   try {
     await liveblocks.createFeed({
       roomId: room.id,
-      feedId: CMS_AI_FEED_ID,
+      feedId: CMS_AI_DRAFT_FEED_ID,
       metadata: { kind: "cms-ai-editor" },
     });
   } catch {
diff --git a/examples/nextjs-ai-cms/liveblocks.config.ts b/examples/nextjs-ai-cms/liveblocks.config.ts
index fa23f402f0..6dd69a44cb 100644
--- a/examples/nextjs-ai-cms/liveblocks.config.ts
+++ b/examples/nextjs-ai-cms/liveblocks.config.ts
@@ -9,14 +9,18 @@ export type CmsPost = {
   publishedAt: string;
 };
 
-/** Storage updates: only string entries are applied. (AI uses null in its JSON for “unchanged”.) */
+/** Only string entries are written to Storage when the user accepts a draft. */
 export type CmsPostPatch = Partial<CmsPost>;
 
+/** Snapshot streamed in the draft feed (`string | null` from the model). */
+export type CmsAiDraftSnapshot = {
+  [K in keyof CmsPost]?: string | null;
+};
+
 declare global {
   interface Liveblocks {
     Presence: {
       cursor: null;
-      /** Field the user or AI is currently editing (AI via `setPresence`). */
       editingField: keyof CmsPost | null;
     };
 
@@ -39,8 +43,8 @@ declare global {
 
     FeedMessageData: {
       kind: "start" | "partial" | "complete" | "error";
-      /** Latest structured snapshot from the model stream */
-      fields?: CmsPostPatch;
+      /** Raw structured snapshot from the model (null = leave field as in Storage). */
+      draft?: CmsAiDraftSnapshot;
       message?: string;
     };
   }
diff --git a/examples/nextjs-ai-cms/next-env.d.ts b/examples/nextjs-ai-cms/next-env.d.ts
index c4b7818fbb..9edff1c7ca 100644
--- a/examples/nextjs-ai-cms/next-env.d.ts
+++ b/examples/nextjs-ai-cms/next-env.d.ts
@@ -1,6 +1,6 @@
 /// <reference types="next" />
 /// <reference types="next/image-types/global" />
-import "./.next/dev/types/routes.d.ts";
+import "./.next/types/routes.d.ts";
 
 // NOTE: This file should not be edited
 // see https://nextjs.org/docs/app/api-reference/config/typescript for more information.

From f16d0ea46f1ff4df2f164f125673d71bef0ca969 Mon Sep 17 00:00:00 2001
From: Chris Nicholas <ctnicholasdev@gmail.com>
Date: Tue, 12 May 2026 17:28:25 +0100
Subject: [PATCH 3/3] feat: Improved suggestions

---
 examples/nextjs-ai-cms/app/Providers.tsx      |   3 +-
 .../nextjs-ai-cms/app/[postId]/CmsEditor.tsx  | 594 ++++++++++++------
 .../app/[postId]/EditorHeaderAvatars.tsx      |  14 +
 .../app/[postId]/EditorHeaderTitle.tsx        |  26 +
 .../nextjs-ai-cms/app/[postId]/PostShell.tsx  |  17 +
 examples/nextjs-ai-cms/app/[postId]/page.tsx  |   5 +-
 .../nextjs-ai-cms/app/api/ai-edit/route.ts    |  99 ++-
 .../app/api/liveblocks-auth/route.ts          |   8 +-
 examples/nextjs-ai-cms/app/api/users/route.ts |  34 +-
 examples/nextjs-ai-cms/app/config.ts          |   5 +-
 examples/nextjs-ai-cms/app/database.ts        |  53 +-
 examples/nextjs-ai-cms/app/example.ts         |  17 +-
 .../nextjs-ai-cms/app/lib/cms-ai-draft.ts     |  43 +-
 examples/nextjs-ai-cms/liveblocks.config.ts   |  29 +-
 14 files changed, 698 insertions(+), 249 deletions(-)
 create mode 100644 examples/nextjs-ai-cms/app/[postId]/EditorHeaderAvatars.tsx
 create mode 100644 examples/nextjs-ai-cms/app/[postId]/EditorHeaderTitle.tsx
 create mode 100644 examples/nextjs-ai-cms/app/[postId]/PostShell.tsx

diff --git a/examples/nextjs-ai-cms/app/Providers.tsx b/examples/nextjs-ai-cms/app/Providers.tsx
index 81e473959d..12cdc948ac 100644
--- a/examples/nextjs-ai-cms/app/Providers.tsx
+++ b/examples/nextjs-ai-cms/app/Providers.tsx
@@ -19,7 +19,8 @@ export function Providers({ children }: { children: ReactNode }) {
           throw new Error("Problem resolving users");
         }
 
-        return await response.json();
+        const users = await response.json();
+        return users;
       }}
       resolveRoomsInfo={async ({ roomIds }) => {
         return await getRoomsInfoForProvider(roomIds);
diff --git a/examples/nextjs-ai-cms/app/[postId]/CmsEditor.tsx b/examples/nextjs-ai-cms/app/[postId]/CmsEditor.tsx
index 957e31cc48..b23a821757 100644
--- a/examples/nextjs-ai-cms/app/[postId]/CmsEditor.tsx
+++ b/examples/nextjs-ai-cms/app/[postId]/CmsEditor.tsx
@@ -9,15 +9,14 @@ import {
   shallow,
   ClientSideSuspense,
 } from "@liveblocks/react/suspense";
-import { AvatarStack } from "@liveblocks/react-ui";
-import { useCallback, useMemo, useState } from "react";
-import type { CmsPost, CmsPostPatch } from "../../liveblocks.config";
+import { useCallback, useEffect, useMemo, useState } from "react";
+import type {
+  CmsPost,
+  CmsAiDraftSnapshot,
+  CmsAiFieldPhaseLabel,
+} from "../../liveblocks.config";
 import { CMS_AI_DRAFT_FEED_ID } from "../config";
-import {
-  CMS_DRAFT_KEYS,
-  draftToStoragePatch,
-  mergeDraftWithPost,
-} from "../lib/cms-ai-draft";
+import { CMS_DRAFT_KEYS, mergeDraftWithPost } from "../lib/cms-ai-draft";
 
 const FIELD_LABEL: Record<keyof CmsPost, string> = {
   title: "Title",
@@ -27,16 +26,61 @@ const FIELD_LABEL: Record<keyof CmsPost, string> = {
   publishedAt: "Published",
 };
 
+function fieldPhaseLabel(phase: CmsAiFieldPhaseLabel): string {
+  switch (phase) {
+    case "waiting":
+      return "Waiting";
+    case "unchanged":
+      return "No change";
+    case "streaming":
+      return "Generating";
+    case "ready":
+      return "Suggestion";
+    case "complete":
+      return "Suggestion";
+    case "error":
+      return "Error";
+    default:
+      return phase;
+  }
+}
+
 export function CmsEditor({ postId }: { postId: string }) {
   return (
-    <ClientSideSuspense
-      fallback={<div className="p-6 text-sm text-zinc-500">Loading room…</div>}
-    >
+    <ClientSideSuspense fallback={<CmsEditorBodyFallback />}>
       <CmsEditorInner postId={postId} />
     </ClientSideSuspense>
   );
 }
 
+function CmsEditorBodyFallback() {
+  return (
+    <div className="flex min-h-0 flex-1 flex-col">
+      <div className="flex-shrink-0 border-b border-zinc-200 bg-zinc-50/80 p-4">
+        <div className="mx-auto max-w-3xl space-y-3">
+          <div className="h-3 w-36 rounded bg-zinc-200/80" />
+          <div className="h-3 max-w-lg rounded bg-zinc-200/50" />
+          <div className="h-[4.5rem] rounded-xl border border-zinc-200 bg-zinc-100/90" />
+          <div className="h-9 w-28 rounded-lg bg-zinc-200/70" />
+        </div>
+      </div>
+      <div className="min-h-0 flex-1 overflow-hidden p-4">
+        <div className="mx-auto max-w-3xl space-y-5">
+          {[40, 40, 56, 160, 40].map((h, i) => (
+            <div key={i} className="space-y-2">
+              <div className="h-3 w-20 rounded bg-zinc-200/70" />
+              <div
+                className="rounded-lg border border-zinc-200 bg-zinc-50/90"
+                style={{ height: h }}
+              />
+            </div>
+          ))}
+        </div>
+      </div>
+    </div>
+  );
+}
+
 export function CmsEditorInner({ postId }: { postId: string }) {
   void postId;
   const room = useRoom();
@@ -45,9 +89,32 @@ export function CmsEditorInner({ postId }: { postId: string }) {
   const post = useStorage((root) => root.post);
   const { messages } = useFeedMessages(CMS_AI_DRAFT_FEED_ID);
 
+  /** Only messages from the latest `start` onward (new run drops stale client feed tail). */
+  const messagesForCurrentRun = useMemo(() => {
+    let lastStart = -1;
+    for (let i = messages.length - 1; i >= 0; i--) {
+      if (messages[i]?.data.kind === "start") {
+        lastStart = i;
+        break;
+      }
+    }
+    if (lastStart < 0) {
+      return [];
+    }
+    return messages.slice(lastStart);
+  }, [messages]);
+
+  const startMessage = useMemo(() => {
+    const first = messagesForCurrentRun[0];
+    return first?.data.kind === "start" ? first : undefined;
+  }, [messagesForCurrentRun]);
+
   const [prompt, setPrompt] = useState("");
   const [busy, setBusy] = useState(false);
   const [error, setError] = useState<string | null>(null);
+  const [dismissedFields, setDismissedFields] = useState<Set<keyof CmsPost>>(
+    () => new Set()
+  );
 
   const updateField = useMutation(
     ({ storage }, key: keyof CmsPost, value: string) => {
@@ -56,15 +123,18 @@ export function CmsEditorInner({ postId }: { postId: string }) {
     []
   );
 
-  const applyPatch = useMutation(({ storage }, patch: CmsPostPatch) => {
-    const livePost = storage.get("post");
-    for (const k of CMS_DRAFT_KEYS) {
-      const v = patch[k];
-      if (typeof v === "string") {
-        livePost.set(k, v);
+  const applyManyFields = useMutation(
+    ({ storage }, patches: Partial<CmsPost>) => {
+      const live = storage.get("post");
+      for (const k of CMS_DRAFT_KEYS) {
+        const v = patches[k];
+        if (typeof v === "string") {
+          live.set(k, v);
+        }
       }
-    }
-  }, []);
+    },
+    []
+  );
 
   const setEditingField = useMutation(
     ({ setMyPresence }, field: keyof CmsPost | null) => {
@@ -73,48 +143,53 @@ export function CmsEditorInner({ postId }: { postId: string }) {
     []
   );
 
-  const clearDraftFeed = useCallback(async () => {
-    const res = await fetch("/api/ai-draft/clear", {
-      method: "POST",
-      headers: { "Content-Type": "application/json" },
-      body: JSON.stringify({ roomId }),
-    });
-    if (!res.ok) {
-      const body = (await res.json().catch(() => ({}))) as { error?: string };
-      throw new Error(body.error ?? res.statusText);
-    }
-  }, [roomId]);
+  const runId = startMessage?.id;
 
-  const lastDraftSnapshot = useMemo(() => {
-    for (let i = messages.length - 1; i >= 0; i--) {
-      const d = messages[i].data;
+  useEffect(() => {
+    setDismissedFields(new Set());
+  }, [runId]);
+
+  const feedSlices = useMemo(() => {
+    let lastStatus: { phase?: string; message?: string } | null = null;
+    const lastFieldPhases: Partial<Record<keyof CmsPost, CmsAiFieldPhaseLabel>> =
+      {};
+    let lastDraftSnap: CmsAiDraftSnapshot | null = null;
+    let feedError: string | null = null;
+
+    for (const m of messagesForCurrentRun) {
+      const d = m.data;
+      if (d.kind === "status") {
+        lastStatus = { phase: d.phase, message: d.message };
+      }
+      if (d.kind === "field_phases" && d.fieldPhases) {
+        for (const fp of d.fieldPhases) {
+          lastFieldPhases[fp.field] = fp.phase;
+        }
+      }
       if ((d.kind === "partial" || d.kind === "complete") && d.draft) {
-        return d.draft;
+        lastDraftSnap = d.draft;
+      }
+      if (d.kind === "error") {
+        feedError = d.message ?? "Error";
       }
     }
-    return null;
-  }, [messages]);
-
-  const hasCompleteDraft = useMemo(
-    () => messages.some((m) => m.data.kind === "complete" && m.data.draft),
-    [messages]
-  );
 
-  const feedError = useMemo(() => {
-    const last = messages[messages.length - 1];
-    if (last?.data.kind === "error") {
-      return last.data.message ?? "Draft failed";
-    }
-    return null;
-  }, [messages]);
+    return {
+      lastStatus,
+      lastFieldPhases,
+      lastDraftSnap,
+      feedError,
+    };
+  }, [messagesForCurrentRun]);
 
   const proposedPost = useMemo(() => {
-    if (!post || !lastDraftSnapshot) return null;
-    return mergeDraftWithPost(post, lastDraftSnapshot);
-  }, [post, lastDraftSnapshot]);
+    if (!post || !feedSlices.lastDraftSnap) return null;
+    return mergeDraftWithPost(post, feedSlices.lastDraftSnap);
+  }, [post, feedSlices.lastDraftSnap]);
 
+  const hasSuggestionRun = Boolean(startMessage);
   const hasDraftUi =
-    Boolean(lastDraftSnapshot) || busy || Boolean(feedError);
+    hasSuggestionRun || busy || Boolean(feedSlices.feedError);
 
   const runAi = useCallback(async () => {
     const trimmed = prompt.trim();
@@ -140,47 +215,90 @@ export function CmsEditorInner({ postId }: { postId: string }) {
     }
   }, [busy, prompt, roomId]);
 
-  const handleAccept = useCallback(async () => {
-    const lastComplete = [...messages]
-      .reverse()
-      .find((m) => m.data.kind === "complete" && m.data.draft);
-    if (!lastComplete?.data.draft) return;
+  const dismissField = useCallback((key: keyof CmsPost) => {
+    setDismissedFields((prev) => new Set(prev).add(key));
+  }, []);
+
+  const bulkSuggestionActions = useMemo(() => {
+    const empty = {
+      keepAllPairs: [] as { key: keyof CmsPost; value: string }[],
+      visibleSuggestionKeys: [] as (keyof CmsPost)[],
+      canKeepAll: false,
+      canUndoAll: false,
+    };
 
-    setError(null);
-    try {
-      const patch = draftToStoragePatch(lastComplete.data.draft);
-      applyPatch(patch);
-      await clearDraftFeed();
-    } catch (e) {
-      setError(e instanceof Error ? e.message : "Could not apply draft");
+    if (!post) {
+      return empty;
     }
-  }, [applyPatch, clearDraftFeed, messages]);
 
-  const handleCancel = useCallback(async () => {
-    setError(null);
-    try {
-      await clearDraftFeed();
-    } catch (e) {
-      setError(e instanceof Error ? e.message : "Could not discard draft");
+    const keepAllPairs: { key: keyof CmsPost; value: string }[] = [];
+    const visibleSuggestionKeys: (keyof CmsPost)[] = [];
+
+    for (const key of CMS_DRAFT_KEYS) {
+      const phase = feedSlices.lastFieldPhases[key] ?? "waiting";
+      const snapVal = feedSlices.lastDraftSnap?.[key];
+      const hasActualSuggestion =
+        typeof snapVal === "string" && snapVal !== post[key];
+      const showAiRow =
+        hasDraftUi &&
+        !dismissedFields.has(key) &&
+        hasActualSuggestion &&
+        phase !== "unchanged" &&
+        phase !== "error";
+
+      const acceptDisabled =
+        typeof snapVal !== "string" ||
+        snapVal === post[key] ||
+        (phase !== "ready" && phase !== "complete");
+
+      if (showAiRow) {
+        visibleSuggestionKeys.push(key);
+      }
+      if (showAiRow && !acceptDisabled && typeof snapVal === "string") {
+        keepAllPairs.push({ key, value: snapVal });
+      }
     }
-  }, [clearDraftFeed]);
+
+    return {
+      keepAllPairs,
+      visibleSuggestionKeys,
+      canKeepAll: keepAllPairs.length > 0,
+      canUndoAll: visibleSuggestionKeys.length > 0,
+    };
+  }, [
+    post,
+    dismissedFields,
+    hasDraftUi,
+    feedSlices.lastDraftSnap,
+    feedSlices.lastFieldPhases,
+  ]);
+
+  const handleKeepAll = useCallback(() => {
+    const patch: Partial<CmsPost> = {};
+    for (const { key, value } of bulkSuggestionActions.keepAllPairs) {
+      patch[key] = value;
+    }
+    if (Object.keys(patch).length > 0) {
+      applyManyFields(patch);
+    }
+  }, [applyManyFields, bulkSuggestionActions.keepAllPairs]);
+
+  const handleUndoAll = useCallback(() => {
+    setDismissedFields((prev) => {
+      const next = new Set(prev);
+      for (const k of bulkSuggestionActions.visibleSuggestionKeys) {
+        next.add(k);
+      }
+      return next;
+    });
+  }, [bulkSuggestionActions.visibleSuggestionKeys]);
 
   if (!post) {
-    return null;
+    return <CmsEditorBodyFallback />;
   }
 
   return (
-    <div className="flex min-h-0 flex-1 flex-col">
-      <header className="flex flex-shrink-0 items-center justify-between gap-3 border-b border-zinc-200 bg-white px-4 py-3">
-        <div className="min-w-0">
-          <h1 className="truncate text-lg font-semibold text-zinc-900">
-            {post.title || "Untitled post"}
-          </h1>
-          <p className="truncate text-xs text-zinc-500">Room: {roomId}</p>
-        </div>
-        <AvatarStack size={32} />
-      </header>
-
+    <>
       <div className="flex-shrink-0 border-b border-zinc-200 bg-zinc-50/80 p-4">
         <div className="mx-auto max-w-3xl space-y-3">
           <div>
@@ -188,8 +306,8 @@ export function CmsEditorInner({ postId }: { postId: string }) {
               Ask AI to edit all fields
             </div>
             <p className="text-xs text-zinc-500">
-              Prompt stays local until you send. The suggestion appears directly
-              under the input (like Cursor); the form below is unchanged until you
+              Suggestions stream on the feed and appear under each field (light
+              green). Use Accept or Undo per field. Storage updates only when you
               Accept.
             </p>
           </div>
@@ -203,52 +321,6 @@ export function CmsEditorInner({ postId }: { postId: string }) {
               disabled={busy}
               className="block w-full resize-y border-0 bg-transparent px-3 py-2.5 text-sm text-zinc-900 outline-none placeholder:text-zinc-400 focus:ring-2 focus:ring-inset focus:ring-indigo-200"
             />
-
-            {hasDraftUi ? (
-              <div className="border-t border-zinc-200 bg-zinc-50/90">
-                <div className="border-l-2 border-l-indigo-500 pl-3 pr-3 py-3">
-                  <div className="mb-2 flex min-h-[1.25rem] flex-wrap items-center justify-between gap-2 text-xs">
-                    <span className="font-medium text-zinc-600">Suggestion</span>
-                    {busy ? (
-                      <span className="text-zinc-500">Streaming…</span>
-                    ) : feedError ? (
-                      <span className="text-red-600">{feedError}</span>
-                    ) : hasCompleteDraft ? (
-                      <span className="text-emerald-700">Ready to apply</span>
-                    ) : null}
-                  </div>
-
-                  <div className="max-h-[min(22rem,45vh)] overflow-y-auto pr-1">
-                    {proposedPost ? (
-                      <DraftFieldReplacement post={post} proposed={proposedPost} />
-                    ) : feedError ? (
-                      <p className="text-sm text-red-600">{feedError}</p>
-                    ) : (
-                      <p className="text-sm italic text-zinc-400">Waiting…</p>
-                    )}
-                  </div>
-
-                  <div className="mt-3 flex flex-wrap gap-2 border-t border-zinc-200/80 pt-3">
-                    <button
-                      type="button"
-                      onClick={() => void handleAccept()}
-                      disabled={busy || !hasCompleteDraft || Boolean(feedError)}
-                      className="rounded-md bg-emerald-600 px-3 py-1.5 text-sm font-medium text-white hover:bg-emerald-500 disabled:cursor-not-allowed disabled:opacity-50"
-                    >
-                      Accept
-                    </button>
-                    <button
-                      type="button"
-                      onClick={() => void handleCancel()}
-                      disabled={busy}
-                      className="rounded-md border border-zinc-300 bg-white px-3 py-1.5 text-sm font-medium text-zinc-800 hover:bg-zinc-100 disabled:cursor-not-allowed disabled:opacity-50"
-                    >
-                      Cancel
-                    </button>
-                  </div>
-                </div>
-              </div>
-            ) : null}
           </div>
 
           <div className="flex flex-wrap items-center gap-2">
@@ -258,7 +330,7 @@ export function CmsEditorInner({ postId }: { postId: string }) {
               disabled={busy || !prompt.trim()}
               className="rounded-lg bg-indigo-600 px-4 py-2 text-sm font-medium text-white hover:bg-indigo-500 disabled:cursor-not-allowed disabled:opacity-50"
             >
-              {busy ? "Generating…" : "Run AI edit"}
+              {busy ? "Running…" : "Run AI edit"}
             </button>
             {error ? (
               <span className="text-sm text-red-600">{error}</span>
@@ -269,58 +341,77 @@ export function CmsEditorInner({ postId }: { postId: string }) {
 
       <div className="min-h-0 flex-1 overflow-y-auto p-4">
         <div className="mx-auto flex max-w-3xl flex-col gap-5 pb-16">
-          {(Object.keys(FIELD_LABEL) as (keyof CmsPost)[]).map((key) => (
-            <Field
-              key={key}
-              fieldKey={key}
-              label={FIELD_LABEL[key]}
-              value={post[key]}
-              disabled={busy}
-              onChange={(v) => updateField(key, v)}
-              onFocus={() => setEditingField(key)}
-              onBlur={() => setEditingField(null)}
-            />
-          ))}
+          {bulkSuggestionActions.canUndoAll ? (
+            <div className="flex flex-wrap items-center justify-between gap-3 border-b border-zinc-200 pb-4">
+              <span className="text-xs font-medium text-zinc-500">
+                All fields
+              </span>
+              <div className="flex flex-wrap gap-2">
+                <button
+                  type="button"
+                  onClick={() => handleKeepAll()}
+                  disabled={busy || !bulkSuggestionActions.canKeepAll}
+                  className="rounded-lg bg-emerald-700 px-3 py-1.5 text-sm font-medium text-white hover:bg-emerald-600 disabled:cursor-not-allowed disabled:opacity-40"
+                >
+                  Keep all
+                </button>
+                <button
+                  type="button"
+                  onClick={() => handleUndoAll()}
+                  disabled={busy}
+                  className="rounded-lg border border-zinc-300 bg-white px-3 py-1.5 text-sm font-medium text-zinc-800 hover:bg-zinc-50 disabled:cursor-not-allowed disabled:opacity-40"
+                >
+                  Undo all
+                </button>
+              </div>
+            </div>
+          ) : null}
+          {(Object.keys(FIELD_LABEL) as (keyof CmsPost)[]).map((key) => {
+            const phase = feedSlices.lastFieldPhases[key] ?? "waiting";
+            const proposed = proposedPost?.[key] ?? post[key];
+            const snapVal = feedSlices.lastDraftSnap?.[key];
+            const hasActualSuggestion =
+              typeof snapVal === "string" && snapVal !== post[key];
+            const showAiRow =
+              hasDraftUi &&
+              !dismissedFields.has(key) &&
+              hasActualSuggestion &&
+              phase !== "unchanged" &&
+              phase !== "error";
+
+            const acceptDisabled =
+              typeof snapVal !== "string" ||
+              snapVal === post[key] ||
+              (phase !== "ready" && phase !== "complete");
+
+            return (
+              <Field
+                key={key}
+                fieldKey={key}
+                label={FIELD_LABEL[key]}
+                value={post[key]}
+                disabled={busy}
+                onChange={(v) => updateField(key, v)}
+                onFocus={() => setEditingField(key)}
+                onBlur={() => setEditingField(null)}
+                showAiRow={showAiRow}
+                fieldPhase={phase}
+                phaseCaption={fieldPhaseLabel(phase)}
+                proposedText={proposed}
+                feedError={feedSlices.feedError}
+                acceptDisabled={acceptDisabled}
+                onAccept={() => {
+                  if (typeof snapVal === "string") {
+                    updateField(key, snapVal);
+                  }
+                }}
+                onUndo={() => dismissField(key)}
+              />
+            );
+          })}
         </div>
       </div>
-    </div>
-  );
-}
-
-function DraftFieldReplacement({
-  post,
-  proposed,
-}: {
-  post: CmsPost;
-  proposed: CmsPost;
-}) {
-  return (
-    <div className="space-y-3.5">
-      {(Object.keys(FIELD_LABEL) as (keyof CmsPost)[]).map((key) => {
-        const cur = post[key];
-        const next = proposed[key];
-        const changed = next !== cur;
-        return (
-          <div key={key}>
-            <div className="text-[10px] font-semibold uppercase tracking-wide text-zinc-400">
-              {FIELD_LABEL[key]}
-              {changed ? (
-                <span className="ml-1.5 font-normal normal-case text-indigo-600">
-                  edited
-                </span>
-              ) : null}
-            </div>
-            <div
-              className={`mt-1 whitespace-pre-wrap rounded-md bg-white/70 px-2 py-1.5 text-sm leading-relaxed ring-1 ring-inset ring-zinc-200/80 ${
-                changed ? "text-zinc-900" : "text-zinc-500"
-              }`}
-            >
-              {next || "—"}
-            </div>
-          </div>
-        );
-      })}
-    </div>
+    </>
   );
 }
 
@@ -332,6 +423,14 @@ function Field({
   onChange,
   onFocus,
   onBlur,
+  showAiRow,
+  fieldPhase,
+  phaseCaption,
+  proposedText,
+  feedError,
+  acceptDisabled,
+  onAccept,
+  onUndo,
 }: {
   fieldKey: keyof CmsPost;
   label: string;
@@ -340,6 +439,14 @@ function Field({
   onChange: (value: string) => void;
   onFocus: () => void;
   onBlur: () => void;
+  showAiRow: boolean;
+  fieldPhase: CmsAiFieldPhaseLabel;
+  phaseCaption: string;
+  proposedText: string;
+  feedError: string | null;
+  acceptDisabled: boolean;
+  onAccept: () => void;
+  onUndo: () => void;
 }) {
   const collaboratorHere = useOthers(
     (others) =>
@@ -348,16 +455,95 @@ function Field({
   );
 
   const multiline = fieldKey === "body" || fieldKey === "excerpt";
-  const common =
-    "w-full rounded-lg border bg-white px-3 py-2 text-sm outline-none transition-shadow";
+  const textareaRows = fieldKey === "body" ? 14 : 4;
+  const joined = showAiRow;
+
+  const controlBase =
+    "w-full px-3 py-2 text-sm outline-none transition-shadow";
 
-  const ring = collaboratorHere
+  const controlNeutral = `${controlBase} rounded-lg border border-zinc-200 bg-white`;
+  const controlWithSuggestion = `${controlBase} block rounded-none border-0 bg-rose-50`;
+
+  const ringNeutral = collaboratorHere
     ? "border-indigo-400 ring-2 ring-indigo-200"
     : "border-zinc-200 focus:ring-2 focus:ring-zinc-300";
 
+  const controlClass = joined
+    ? `${controlWithSuggestion} ${collaboratorHere ? "ring-2 ring-inset ring-indigo-200" : "focus:ring-2 focus:ring-inset focus:ring-rose-200/70"}`
+    : `${controlNeutral} ${ringNeutral}`;
+
+  const suggestionBlock = showAiRow ? (
+    <div className="rounded-b-lg bg-emerald-50 px-3 py-2">
+      <div className="mb-1 flex flex-wrap items-center justify-between gap-x-2 gap-y-1">
+        <div className="flex min-w-0 flex-wrap items-center gap-x-2 gap-y-0.5 text-[10px] font-semibold uppercase tracking-wide text-emerald-900/90">
+          <span>AI · {phaseCaption}</span>
+          {fieldPhase === "error" && feedError ? (
+            <span className="font-normal normal-case text-red-600">
+              {feedError}
+            </span>
+          ) : null}
+        </div>
+        <div className="flex shrink-0 flex-row items-center gap-1.5">
+          <button
+            type="button"
+            onClick={onAccept}
+            disabled={acceptDisabled}
+            className="rounded-md bg-emerald-700 px-2 py-0.5 text-[11px] font-semibold text-white hover:bg-emerald-600 disabled:cursor-not-allowed disabled:opacity-40"
+          >
+            Accept
+          </button>
+          <button
+            type="button"
+            onClick={onUndo}
+            className="rounded-md border border-emerald-300/90 bg-white px-2 py-0.5 text-[11px] font-semibold text-emerald-900 hover:bg-emerald-100/60"
+          >
+            Undo
+          </button>
+        </div>
+      </div>
+      {multiline ? (
+        <textarea
+          readOnly
+          tabIndex={-1}
+          aria-label="AI suggestion"
+          rows={textareaRows}
+          value={
+            fieldPhase === "waiting" && proposedText === value
+              ? ""
+              : proposedText || "—"
+          }
+          placeholder={
+            fieldPhase === "waiting" && proposedText === value
+              ? "Waiting for model…"
+              : undefined
+          }
+          className="w-full resize-none border-0 bg-transparent px-0 py-0 text-sm leading-normal text-zinc-800 outline-none read-only:cursor-default"
+        />
+      ) : (
+        <input
+          readOnly
+          tabIndex={-1}
+          type="text"
+          aria-label="AI suggestion"
+          value={
+            fieldPhase === "waiting" && proposedText === value
+              ? ""
+              : proposedText || "—"
+          }
+          placeholder={
+            fieldPhase === "waiting" && proposedText === value
+              ? "Waiting for model…"
+              : undefined
+          }
+          className="w-full border-0 bg-transparent px-0 py-0 text-sm leading-normal text-zinc-800 outline-none read-only:cursor-default"
+        />
+      )}
+    </div>
+  ) : null;
+
   return (
-    <label className="flex flex-col gap-1.5">
-      <span className="text-xs font-semibold uppercase tracking-wide text-zinc-500">
+    <label className="flex flex-col">
+      <span className="mb-1.5 text-xs font-semibold uppercase tracking-wide text-zinc-500">
         {label}
         {collaboratorHere ? (
           <span className="ml-2 font-normal normal-case text-indigo-600">
@@ -365,15 +551,39 @@ function Field({
           </span>
         ) : null}
       </span>
-      {multiline ? (
+      {joined ? (
+        <div className="flex flex-col overflow-hidden rounded-lg border border-rose-200/90 bg-rose-50 divide-y divide-zinc-200/80">
+          {multiline ? (
+            <textarea
+              value={value}
+              onChange={(e) => onChange(e.target.value)}
+              onFocus={onFocus}
+              onBlur={onBlur}
+              disabled={disabled}
+              rows={textareaRows}
+              className={controlClass}
+            />
+          ) : (
+            <input
+              value={value}
+              onChange={(e) => onChange(e.target.value)}
+              onFocus={onFocus}
+              onBlur={onBlur}
+              disabled={disabled}
+              className={controlClass}
+            />
+          )}
+          {suggestionBlock}
+        </div>
+      ) : multiline ? (
         <textarea
           value={value}
           onChange={(e) => onChange(e.target.value)}
           onFocus={onFocus}
           onBlur={onBlur}
           disabled={disabled}
-          rows={fieldKey === "body" ? 14 : 4}
-          className={`${common} ${ring}`}
+          rows={textareaRows}
+          className={controlClass}
         />
       ) : (
         <input
@@ -382,7 +592,7 @@ function Field({
           onFocus={onFocus}
           onBlur={onBlur}
           disabled={disabled}
-          className={`${common} ${ring}`}
+          className={controlClass}
         />
       )}
     </label>
diff --git a/examples/nextjs-ai-cms/app/[postId]/EditorHeaderAvatars.tsx b/examples/nextjs-ai-cms/app/[postId]/EditorHeaderAvatars.tsx
new file mode 100644
index 0000000000..3ed41a60b5
--- /dev/null
+++ b/examples/nextjs-ai-cms/app/[postId]/EditorHeaderAvatars.tsx
@@ -0,0 +1,14 @@
+"use client";
+
+import { ClientSideSuspense } from "@liveblocks/react/suspense";
+import { AvatarStack } from "@liveblocks/react-ui";
+
+export function EditorHeaderAvatars() {
+  return (
+    <ClientSideSuspense
+      fallback={<div className="h-8 min-w-[2.5rem]" aria-hidden />}
+    >
+      <AvatarStack size={32} />
+    </ClientSideSuspense>
+  );
+}
diff --git a/examples/nextjs-ai-cms/app/[postId]/EditorHeaderTitle.tsx b/examples/nextjs-ai-cms/app/[postId]/EditorHeaderTitle.tsx
new file mode 100644
index 0000000000..7bcd91f5ae
--- /dev/null
+++ b/examples/nextjs-ai-cms/app/[postId]/EditorHeaderTitle.tsx
@@ -0,0 +1,26 @@
+"use client";
+
+import { ClientSideSuspense, useStorage } from "@liveblocks/react/suspense";
+
+function TitleFromStorage() {
+  const title = useStorage((root) => root.post.title);
+  return (
+    <h1 className="truncate text-lg font-semibold text-zinc-900">
+      {title?.trim() ? title : "Untitled post"}
+    </h1>
+  );
+}
+
+export function EditorHeaderTitle() {
+  return (
+    <ClientSideSuspense
+      fallback={
+        <h1 className="truncate text-lg font-semibold text-zinc-400">
+          Untitled post
+        </h1>
+      }
+    >
+      <TitleFromStorage />
+    </ClientSideSuspense>
+  );
+}
diff --git a/examples/nextjs-ai-cms/app/[postId]/PostShell.tsx b/examples/nextjs-ai-cms/app/[postId]/PostShell.tsx
new file mode 100644
index 0000000000..4c99e5efac
--- /dev/null
+++ b/examples/nextjs-ai-cms/app/[postId]/PostShell.tsx
@@ -0,0 +1,17 @@
+import { CmsEditor } from "./CmsEditor";
+import { EditorHeaderAvatars } from "./EditorHeaderAvatars";
+import { EditorHeaderTitle } from "./EditorHeaderTitle";
+
+export function PostShell({ postId }: { postId: string }) {
+  return (
+    <div className="flex min-h-0 flex-1 flex-col">
+      <header className="flex flex-shrink-0 items-center justify-between gap-3 border-b border-zinc-200 bg-white px-4 py-3">
+        <div className="min-w-0 flex-1">
+          <EditorHeaderTitle />
+        </div>
+        <EditorHeaderAvatars />
+      </header>
+      <CmsEditor postId={postId} />
+    </div>
+  );
+}
diff --git a/examples/nextjs-ai-cms/app/[postId]/page.tsx b/examples/nextjs-ai-cms/app/[postId]/page.tsx
index 64e628f4b5..c35352dac9 100644
--- a/examples/nextjs-ai-cms/app/[postId]/page.tsx
+++ b/examples/nextjs-ai-cms/app/[postId]/page.tsx
@@ -1,6 +1,5 @@
 import { Room } from "./Room";
-import { CmsEditor } from "./CmsEditor";
-import { ClientSideSuspense } from "@liveblocks/react";
+import { PostShell } from "./PostShell";
 
 export default async function PostPage({
   params,
@@ -11,7 +10,7 @@ export default async function PostPage({
 
   return (
     <Room postId={postId}>
-      <CmsEditor postId={postId} />
+      <PostShell postId={postId} />
     </Room>
   );
 }
diff --git a/examples/nextjs-ai-cms/app/api/ai-edit/route.ts b/examples/nextjs-ai-cms/app/api/ai-edit/route.ts
index 6a075c0610..545929e9b5 100644
--- a/examples/nextjs-ai-cms/app/api/ai-edit/route.ts
+++ b/examples/nextjs-ai-cms/app/api/ai-edit/route.ts
@@ -4,6 +4,7 @@ import { z } from "zod";
 import { aiModel, CMS_AI_DRAFT_FEED_ID } from "../../config";
 import { liveblocks } from "../../utils/liveblocks";
 import type { CmsPost, CmsAiDraftSnapshot } from "../../../liveblocks.config";
+import { CMS_DRAFT_KEYS, fieldPhaseEntriesFromPartial, type PartialDraft } from "../../lib/cms-ai-draft";
 
 export const maxDuration = 60;
 
@@ -98,6 +99,36 @@ export async function POST(req: NextRequest) {
     data: { kind: "start", message: prompt },
   });
 
+  await liveblocks.createFeedMessage({
+    roomId,
+    feedId: CMS_AI_DRAFT_FEED_ID,
+    data: {
+      kind: "status",
+      phase: "preparing",
+      message: "Preparing",
+    },
+  });
+
+  await liveblocks.createFeedMessage({
+    roomId,
+    feedId: CMS_AI_DRAFT_FEED_ID,
+    data: {
+      kind: "status",
+      phase: "working",
+      message: "Reading document",
+    },
+  });
+
+  await liveblocks.createFeedMessage({
+    roomId,
+    feedId: CMS_AI_DRAFT_FEED_ID,
+    data: {
+      kind: "status",
+      phase: "generating",
+      message: "Generating suggestions",
+    },
+  });
+
   const system = `You are proposing edits to a CMS document. Nothing is saved until the user accepts.
 
 Fields:
@@ -125,10 +156,12 @@ ${JSON.stringify(current.post, null, 2)}`;
   });
 
   try {
+    const merged: PartialDraft = {};
+
     for await (const partial of result.partialOutputStream) {
       if (!partial) continue;
 
-      await liveblocks.createFeedMessage({
+      liveblocks.createFeedMessage({
         roomId,
         feedId: CMS_AI_DRAFT_FEED_ID,
         data: {
@@ -136,10 +169,44 @@ ${JSON.stringify(current.post, null, 2)}`;
           draft: toDraftSnapshot(partial),
         },
       });
+
+      liveblocks.createFeedMessage({
+        roomId,
+        feedId: CMS_AI_DRAFT_FEED_ID,
+        data: {
+          kind: "field_phases",
+          fieldPhases: fieldPhaseEntriesFromPartial(partial, false, merged),
+        },
+      });
+
+      for (const k of CMS_DRAFT_KEYS) {
+        if (partial[k] !== undefined) {
+          merged[k] = partial[k];
+        }
+      }
     }
 
     const final = await result.output;
 
+    await liveblocks.createFeedMessage({
+      roomId,
+      feedId: CMS_AI_DRAFT_FEED_ID,
+      data: {
+        kind: "status",
+        phase: "finalizing",
+        message: "Finalizing",
+      },
+    });
+
+    await liveblocks.createFeedMessage({
+      roomId,
+      feedId: CMS_AI_DRAFT_FEED_ID,
+      data: {
+        kind: "field_phases",
+        fieldPhases: fieldPhaseEntriesFromPartial(final, true, merged),
+      },
+    });
+
     await liveblocks.createFeedMessage({
       roomId,
       feedId: CMS_AI_DRAFT_FEED_ID,
@@ -149,9 +216,39 @@ ${JSON.stringify(current.post, null, 2)}`;
       },
     });
 
+    await liveblocks.createFeedMessage({
+      roomId,
+      feedId: CMS_AI_DRAFT_FEED_ID,
+      data: {
+        kind: "status",
+        phase: "complete",
+        message: "Suggestions ready",
+      },
+    });
+
     return Response.json({ ok: true });
   } catch (err) {
     const message = err instanceof Error ? err.message : "Unknown error";
+    await liveblocks.createFeedMessage({
+      roomId,
+      feedId: CMS_AI_DRAFT_FEED_ID,
+      data: {
+        kind: "status",
+        phase: "error",
+        message,
+      },
+    });
+    await liveblocks.createFeedMessage({
+      roomId,
+      feedId: CMS_AI_DRAFT_FEED_ID,
+      data: {
+        kind: "field_phases",
+        fieldPhases: CMS_DRAFT_KEYS.map((field) => ({
+          field,
+          phase: "error" as const,
+        })),
+      },
+    });
     await liveblocks.createFeedMessage({
       roomId,
       feedId: CMS_AI_DRAFT_FEED_ID,
diff --git a/examples/nextjs-ai-cms/app/api/liveblocks-auth/route.ts b/examples/nextjs-ai-cms/app/api/liveblocks-auth/route.ts
index 48c99e106e..3c04c6833f 100644
--- a/examples/nextjs-ai-cms/app/api/liveblocks-auth/route.ts
+++ b/examples/nextjs-ai-cms/app/api/liveblocks-auth/route.ts
@@ -1,20 +1,20 @@
 import { Liveblocks } from "@liveblocks/node";
 import { NextRequest } from "next/server";
-import { getSession } from "../../example";
+import { getRandomUser } from "../../database";
 
 export const dynamic = "force-dynamic";
 
-export async function POST(request: NextRequest) {
+export async function POST(_request: NextRequest) {
   const secret = process.env.LIVEBLOCKS_SECRET_KEY;
   if (!secret || !secret.startsWith("sk_")) {
     return new Response("Missing LIVEBLOCKS_SECRET_KEY", { status: 500 });
   }
 
-  const user = await getSession(request);
+  const user = getRandomUser();
 
   const liveblocks = new Liveblocks({ secret });
 
-  const session = liveblocks.prepareSession(`${user.id}`, {
+  const session = liveblocks.prepareSession(user.id, {
     userInfo: user.info,
   });
 
diff --git a/examples/nextjs-ai-cms/app/api/users/route.ts b/examples/nextjs-ai-cms/app/api/users/route.ts
index 570cb5fc1b..7d8a69c659 100644
--- a/examples/nextjs-ai-cms/app/api/users/route.ts
+++ b/examples/nextjs-ai-cms/app/api/users/route.ts
@@ -1,32 +1,20 @@
+import { NextRequest, NextResponse } from "next/server";
 import { getUser } from "../../database";
-import { NextRequest } from "next/server";
-import { AI_CMS_USER_ID } from "../../config";
+
+/**
+ * Get users' info from their ID
+ * For `resolveUsers` in Providers.tsx
+ */
 
 export async function GET(request: NextRequest) {
   const { searchParams } = new URL(request.url);
   const userIds = searchParams.getAll("userIds");
 
-  if (!userIds || userIds.length === 0) {
-    return new Response("Missing `userIds` query parameter", { status: 400 });
+  if (!userIds || !Array.isArray(userIds)) {
+    return new NextResponse("Missing or invalid userIds", { status: 400 });
   }
 
-  const users = userIds.map((id) => {
-    const u = getUser(id);
-    if (u) {
-      return u;
-    }
-    if (id === AI_CMS_USER_ID) {
-      return {
-        id,
-        info: {
-          name: "AI Assistant",
-          avatar: "https://liveblocks.io/avatars/avatar-8.png",
-          color: "#6366f1",
-        },
-      } satisfies Liveblocks["UserMeta"];
-    }
-    return null;
-  });
-
-  return Response.json(users);
+  return NextResponse.json(
+    userIds.map((userId) => getUser(userId)?.info ?? null)
+  );
 }
diff --git a/examples/nextjs-ai-cms/app/config.ts b/examples/nextjs-ai-cms/app/config.ts
index 4469403942..31e1c00914 100644
--- a/examples/nextjs-ai-cms/app/config.ts
+++ b/examples/nextjs-ai-cms/app/config.ts
@@ -5,7 +5,7 @@ const openai = createOpenAI({
 });
 
 /** Model used by the AI edit API route */
-export const aiModel = openai("gpt-4o-mini");
+export const aiModel = openai("gpt-5.5");
 
 export function getRoomId(postId: string) {
   return `liveblocks:examples:nextjs-ai-cms:${postId}`;
@@ -22,6 +22,3 @@ export function getPostUrl(postId: string) {
 
 /** Feed id (per room): AI draft preview (streamed); apply to Storage only on Accept */
 export const CMS_AI_DRAFT_FEED_ID = "cms-ai-draft";
-
-/** Presence user id for server-driven AI presence */
-export const AI_CMS_USER_ID = "ai@nextjs-ai-cms";
diff --git a/examples/nextjs-ai-cms/app/database.ts b/examples/nextjs-ai-cms/app/database.ts
index c4ea97b778..1e11896770 100644
--- a/examples/nextjs-ai-cms/app/database.ts
+++ b/examples/nextjs-ai-cms/app/database.ts
@@ -1,4 +1,14 @@
+export const AI_USER_INFO = {
+  id: "__AI_AGENT",
+  info: {
+    name: "AI Assistant",
+    color: "#6366f1",
+    avatar: `https://liveblocks.io/api/avatar?u=__AI_AGENT&agent=true`,
+  },
+};
+
 const USER_INFO: Liveblocks["UserMeta"][] = [
+  AI_USER_INFO,
   {
     id: "charlie.layne@example.com",
     info: {
@@ -16,7 +26,7 @@ const USER_INFO: Liveblocks["UserMeta"][] = [
     },
   },
   {
-    id: "tatum-paolo@example.com",
+    id: "tatum.paolo@example.com",
     info: {
       name: "Tatum Paolo",
       color: "#F0D885",
@@ -24,19 +34,56 @@ const USER_INFO: Liveblocks["UserMeta"][] = [
     },
   },
   {
-    id: "anjali-wanda@example.com",
+    id: "anjali.wanda@example.com",
     info: {
       name: "Anjali Wanda",
       color: "#85EED6",
       avatar: "https://liveblocks.io/avatars/avatar-4.png",
     },
   },
+  {
+    id: "jody.hekla@example.com",
+    info: {
+      name: "Jody Hekla",
+      color: "#85BBF0",
+      avatar: "https://liveblocks.io/avatars/avatar-5.png",
+    },
+  },
+  {
+    id: "emil.joyce@example.com",
+    info: {
+      name: "Emil Joyce",
+      color: "#8594F0",
+      avatar: "https://liveblocks.io/avatars/avatar-6.png",
+    },
+  },
+  {
+    id: "jory.quispe@example.com",
+    info: {
+      name: "Jory Quispe",
+      color: "#85DBF0",
+      avatar: "https://liveblocks.io/avatars/avatar-7.png",
+    },
+  },
+  {
+    id: "quinn.elton@example.com",
+    info: {
+      name: "Quinn Elton",
+      color: "#87EE85",
+      avatar: "https://liveblocks.io/avatars/avatar-8.png",
+    },
+  },
 ];
 
 export function getRandomUser() {
-  return USER_INFO[Math.floor(Math.random() * USER_INFO.length)]!;
+  const realUsers = USER_INFO.filter(({ id }) => id !== "__AI_AGENT");
+  return realUsers[Math.floor(Math.random() * realUsers.length)];
 }
 
 export function getUser(id: string) {
   return USER_INFO.find((u) => u.id === id) || null;
 }
+
+export function getUsers() {
+  return USER_INFO;
+}
diff --git a/examples/nextjs-ai-cms/app/example.ts b/examples/nextjs-ai-cms/app/example.ts
index bbe56bf65a..eaee8fdeef 100644
--- a/examples/nextjs-ai-cms/app/example.ts
+++ b/examples/nextjs-ai-cms/app/example.ts
@@ -1,12 +1,8 @@
-import { getUser, getRandomUser } from "./database";
-
 /**
  * These utilities are used when deploying an example on liveblocks.io.
  * You can ignore them completely if you run the example locally.
  */
 
-const userId = getRandomUser().id;
-
 export function authWithRandomUser(endpoint: string) {
   return async (room?: string) => {
     const response = await fetch(endpoint, {
@@ -14,19 +10,8 @@ export function authWithRandomUser(endpoint: string) {
       headers: {
         "Content-Type": "application/json",
       },
-      body: JSON.stringify({ room, userId }),
+      body: JSON.stringify({ room }),
     });
     return await response.json();
   };
 }
-
-export async function getSession(request: Request) {
-  const { userId } = await request.json();
-  const user = getUser(userId);
-
-  if (!user) {
-    throw Error("User not found");
-  }
-
-  return user;
-}
diff --git a/examples/nextjs-ai-cms/app/lib/cms-ai-draft.ts b/examples/nextjs-ai-cms/app/lib/cms-ai-draft.ts
index 01f58388b7..8db07474ca 100644
--- a/examples/nextjs-ai-cms/app/lib/cms-ai-draft.ts
+++ b/examples/nextjs-ai-cms/app/lib/cms-ai-draft.ts
@@ -1,4 +1,9 @@
-import type { CmsPost, CmsPostPatch, CmsAiDraftSnapshot } from "../../liveblocks.config";
+import type {
+  CmsPost,
+  CmsPostPatch,
+  CmsAiDraftSnapshot,
+  CmsAiFieldPhaseEntry,
+} from "../../liveblocks.config";
 
 export const CMS_DRAFT_KEYS: (keyof CmsPost)[] = [
   "title",
@@ -30,3 +35,39 @@ export function mergeDraftWithPost(post: CmsPost, snap: CmsAiDraftSnapshot): Cms
   }
   return out;
 }
+
+export type PartialDraft = Partial<
+  Record<keyof CmsPost, string | null | undefined>
+>;
+
+/** Build per-field phase rows for the draft feed (partial stream vs final). */
+export function fieldPhaseEntriesFromPartial(
+  partial: PartialDraft,
+  isComplete: boolean,
+  mergedBefore: PartialDraft = {}
+): CmsAiFieldPhaseEntry[] {
+  return CMS_DRAFT_KEYS.map((field) => {
+    const v = partial[field];
+    if (isComplete) {
+      if (v === null || v === undefined) {
+        return { field, phase: "unchanged" as const };
+      }
+      return { field, phase: "complete" as const };
+    }
+    if (v === undefined) {
+      const existing = mergedBefore[field];
+      if (typeof existing === "string") {
+        return { field, phase: "ready" as const };
+      }
+      return { field, phase: "waiting" as const };
+    }
+    if (v === null) {
+      return { field, phase: "unchanged" as const };
+    }
+    const prev = mergedBefore[field];
+    if (typeof prev === "string" && v === prev) {
+      return { field, phase: "ready" as const };
+    }
+    return { field, phase: "streaming" as const };
+  });
+}
diff --git a/examples/nextjs-ai-cms/liveblocks.config.ts b/examples/nextjs-ai-cms/liveblocks.config.ts
index 6dd69a44cb..6d9b0425df 100644
--- a/examples/nextjs-ai-cms/liveblocks.config.ts
+++ b/examples/nextjs-ai-cms/liveblocks.config.ts
@@ -17,6 +17,29 @@ export type CmsAiDraftSnapshot = {
   [K in keyof CmsPost]?: string | null;
 };
 
+/** Per-field AI lifecycle (emitted on the draft feed). */
+export type CmsAiFieldPhaseLabel =
+  | "waiting"
+  | "unchanged"
+  | "streaming"
+  | "ready"
+  | "complete"
+  | "error";
+
+export type CmsAiFieldPhaseEntry = {
+  field: keyof CmsPost;
+  phase: CmsAiFieldPhaseLabel;
+};
+
+/** Room-wide AI lifecycle (emitted on the draft feed). */
+export type CmsAiRunPhase =
+  | "preparing"
+  | "working"
+  | "generating"
+  | "finalizing"
+  | "complete"
+  | "error";
+
 declare global {
   interface Liveblocks {
     Presence: {
@@ -42,10 +65,14 @@ declare global {
     };
 
     FeedMessageData: {
-      kind: "start" | "partial" | "complete" | "error";
+      kind: "start" | "partial" | "complete" | "error" | "status" | "field_phases";
       /** Raw structured snapshot from the model (null = leave field as in Storage). */
       draft?: CmsAiDraftSnapshot;
       message?: string;
+      /** Latest room-wide phase (from `status` messages). */
+      phase?: CmsAiRunPhase;
+      /** Latest per-field phases (from `field_phases` messages). */
+      fieldPhases?: CmsAiFieldPhaseEntry[];
     };
   }
 }