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Engineering6 min read

Real browser automation, built in

The PiPilot Team

Most AI builders write code and hope. They generate a page, assume it works, and hand it over. The first person to actually click the button is you. We thought the agent should click it first.

A real browser, not a guess

PiPilot gives the agent a real cloud Chromium driven through Playwright. It opens the app it just built, navigates the flows, fills in the forms, and screenshots what it sees. The app it tests is the exact app it’s building — same code, same preview, same reality you’ll get.

  • Clicks through real user flows the way a person would.
  • Screenshots the result so it can see — not assume — what rendered.
  • Catches visual and interaction bugs before they reach you.
  • Fixes what it finds, then re-checks its own work.

Self-correcting builds

Because the agent can see the running app, it can close the loop on its own. A button that overflows, a form that doesn’t submit, a layout that breaks on mobile — the agent notices, fixes the code, and verifies the fix by looking again. You get an app that’s been used before it’s been delivered.

Build something with a real flow — a signup, a checkout, a dashboard — and let PiPilot click through it before you do.