diff --git a/packages/sdk/examples/browser/README.md b/packages/sdk/examples/browser/README.md
index 9703b638..631a0ca7 100644
--- a/packages/sdk/examples/browser/README.md
+++ b/packages/sdk/examples/browser/README.md
@@ -13,8 +13,21 @@ node retrieval/01-catalog-extraction.ts
 - All examples need `UPSTASH_BOX_API_KEY`.
 - Examples marked **AI** below use metered browser AI (`act`, `extract`,
   `observe`) and need a model provider key configured on the box or account.
+- `agentic/01-in-box-agent.ts` is different: it drives the browser through the
+  box's coding agent, so it needs an agent harness + key and bills coding-agent
+  tokens, not browser-AI metering.
 - Everything else runs with the Box key alone.
 
+## agentic/ — goal-driven browsing (replacing the removed agent loop)
+
+Stagehand v4 removed the built-in agent loop. Two replacements, matching v4's
+guidance:
+
+| File | AI | What it shows |
+| --- | --- | --- |
+| `01-in-box-agent.ts` | coding agent | Hand a goal to the box's in-sandbox agent; `browser: true` wires the chrome-devtools MCP, so it drives the browser itself and writes results to the box. Needs an agent harness + key |
+| `02-build-your-own-loop.ts` | yes | A live `observe` then `act(action)` then `extract` loop you own, bounded by a step budget with `extract` as the stop check. Model in the loop |
+
 ## automation/ — forms, files, and durable sessions
 
 | File | AI | What it shows |
diff --git a/packages/sdk/examples/browser/agentic/01-in-box-agent.ts b/packages/sdk/examples/browser/agentic/01-in-box-agent.ts
new file mode 100644
index 00000000..7af98d8d
--- /dev/null
+++ b/packages/sdk/examples/browser/agentic/01-in-box-agent.ts
@@ -0,0 +1,51 @@
+import { Box, Agent } from "@upstash/box";
+
+// Agentic browsing, in-box agent.
+// Stagehand v4 removed the built-in agent loop. On Box the replacement is not a
+// client-side loop: enabling the browser (`browser: true`) auto-wires the
+// chrome-devtools MCP (chrome-devtools-mcp on 127.0.0.1:9222, Chromium already
+// warmed) into the box's coding agent. So `box.agent.run` hands the goal to an
+// agent that lives IN the sandbox — it writes and runs the browsing work itself
+// and iterates until done. Same job as Stagehand v4 "code mode", different
+// primitive (an in-box coding agent + MCP, not an SDK call you script).
+//
+// Cost note: this bills the coding agent's model tokens, not browser-AI metering
+// (`act`/`extract`/`observe`). It needs an agent harness + key, not just the box.
+
+const box = await Box.create({
+  apiKey: process.env.UPSTASH_BOX_API_KEY!,
+  runtime: "node",
+  browser: true,
+  agent: {
+    harness: Agent.ClaudeCode,
+    model: "anthropic/claude-sonnet-4-5",
+    apiKey: process.env.CLAUDE_KEY!,
+  },
+});
+
+try {
+  // No tab.create first: Chromium is warmed for browser boxes, and the agent
+  // drives it through the chrome-devtools MCP.
+  const run = await box.agent.run({
+    prompt: [
+      "Use the browser to scrape https://books.toscrape.com/.",
+      "Open the catalogue, visit the first 5 product pages, and for each one record",
+      "{ title, price, stock }.",
+      "Write the array as JSON to books.json in the working directory.",
+      "Verify the file parses and has 5 entries before you finish.",
+    ].join(" "),
+  });
+
+  console.log("run:", run.status, run.cost);
+  console.log(run.result); // the agent's final message
+
+  if (run.status !== "completed") {
+    console.error("agent run did not complete; not reading books.json");
+  } else {
+    // The agent produced the file inside the box; read + parse it back out.
+    const books = JSON.parse(await box.files.read("books.json"));
+    console.log(books);
+  }
+} finally {
+  await box.delete();
+}
diff --git a/packages/sdk/examples/browser/agentic/02-build-your-own-loop.ts b/packages/sdk/examples/browser/agentic/02-build-your-own-loop.ts
new file mode 100644
index 00000000..989b732c
--- /dev/null
+++ b/packages/sdk/examples/browser/agentic/02-build-your-own-loop.ts
@@ -0,0 +1,58 @@
+import { writeFile } from "node:fs/promises";
+import { Box } from "@upstash/box";
+import { z } from "zod/v3";
+
+// Agentic browsing, your own loop.
+// Stagehand v4's other replacement for the removed agent loop: keep the model in
+// the loop and own the control flow. Unlike 02-ai-compiled-scraper (which reads
+// the layout ONCE, then scrapes deterministically with Playwright and no more
+// AI), the model still runs here on every page. Resolve the product links once
+// with observe, then for each: reset to the listing (deterministic goto, no
+// browser-AI tokens), replay the resolved click with no LLM (act(action)), and
+// extract the product. extract is the loop's stop check.
+
+const START = "https://books.toscrape.com/";
+const GOAL = 5;
+
+const box = await Box.create({
+  apiKey: process.env.UPSTASH_BOX_API_KEY!,
+  runtime: "node",
+  browser: true,
+});
+
+try {
+  const tab = await box.browser.tab.create(START, { waitUntil: "domcontentloaded" });
+
+  // Resolve the product links ONCE (metered), keeping those with a selector so
+  // act() can replay each click. The listing exposes two links per book (cover +
+  // title), so we dedupe by title and stop once we have GOAL distinct books.
+  const { elements } = await tab.observe("the book product links in the listing");
+  const actions = elements.filter((e) => e.selector);
+
+  const books: Array<{ title: string; price: string; stock: string }> = [];
+  const seen = new Set<string>();
+  for (const action of actions) {
+    if (books.length >= GOAL) break; // stop once we have enough distinct books
+
+    await tab.goto(START); // deterministic reset, no browser-AI tokens
+    await tab.act(action); // replay the resolved click: no LLM, no tokens
+
+    const book = await tab.extract(
+      "the book title, price, and availability text on this product page",
+      z.object({
+        title: z.string().nullable(),
+        price: z.string().nullable(),
+        stock: z.string().nullable(),
+      }),
+    );
+    if (!book.title || !book.price) continue; // not a product page
+    if (seen.has(book.title)) continue; // skip the duplicate cover/title link
+    seen.add(book.title);
+    books.push({ title: book.title, price: book.price, stock: book.stock ?? "" });
+  }
+
+  await writeFile("books.json", JSON.stringify(books, null, 2));
+  console.log(`collected ${books.length}/${GOAL} books`);
+} finally {
+  await box.delete();
+}