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92 changes: 80 additions & 12 deletions packages/core/examples/v3/cuaReplay.ts
Original file line number Diff line number Diff line change
@@ -1,29 +1,97 @@
import { V3 } from "../../lib/v3";
import { Stagehand } from "../../lib/v3";
import { v3Logger } from "../../lib/v3/logger";
import dotenv from "dotenv";

async function main() {
const v3 = new V3({
dotenv.config();

async function runDemo(runNumber: number) {
const startTime = Date.now();

v3Logger({
level: 1,
category: "demo",
message: `RUN ${runNumber}: ${runNumber === 1 ? "BUILDING CACHE" : "USING CACHE"}`,
});

const stagehand = new Stagehand({
env: "LOCAL",
verbose: 1,
cacheDir: "cua-agent-cache",
});

await v3.init();
await stagehand.init();

const page = stagehand.context.pages()[0];

const startPage = v3.context.pages()[0];
await startPage.goto(
"https://browserbase.github.io/stagehand-eval-sites/sites/drag-drop/",
);
const agent = v3.agent({
await page.goto("https://v0-modern-login-flow.vercel.app/", {
waitUntil: "networkidle",
});

const agent = stagehand.agent({
cua: true,
model: "anthropic/claude-sonnet-4-20250514",
});

const result = await agent.execute({
instruction: "drag 'text' to zone A.",
instruction: `Sign in with the email address '[email protected]' and the password 'stagehand=goated'`,
maxSteps: 20,
});

console.log(JSON.stringify(result, null, 2));
const endTime = Date.now();
const duration = (endTime - startTime) / 1000;

await stagehand.close();

return {
duration,
success: result.success,
result,
};
}

async function main() {
const metrics1 = await runDemo(1);

v3Logger({
level: 1,
category: "demo",
message: "⏳ Waiting 2 seconds before cached run...",
});
await new Promise((resolve) => setTimeout(resolve, 2000));

v3Logger({
level: 1,
category: "demo",
message: "Starting second run with cache...",
});
const metrics2 = await runDemo(2);

const duration1 = `${metrics1.duration.toFixed(2)}s`;
const duration2 = `${metrics2.duration.toFixed(2)}s`;

v3Logger({
level: 1,
category: "demo",
message: `
╔════════════════════════════════════════════════════════════╗
║ 📊 PERFORMANCE COMPARISON ║
╚════════════════════════════════════════════════════════════╝

┌─────────────────────┬──────────────────┬──────────────────┐
│ Metric │ Run 1 (Cold) │ Run 2 (Cached) │
├─────────────────────┼──────────────────┼──────────────────┤
│ Duration │ ${duration1.padEnd(16)} │ ${duration2.padEnd(16)} │
└─────────────────────┴──────────────────┴──────────────────┘

Performance Comparison:
• Speed: ${((1 - metrics2.duration / metrics1.duration) * 100).toFixed(1)}% faster with cache
• Time saved: ${(metrics1.duration - metrics2.duration).toFixed(2)} seconds

Insights:
• First run establishes the CUA action cache
• Second run reuses cached actions for instant execution
• Zero LLM tokens used on cached run`,
});
}

main();
main().catch(console.error);