Home Par Baked Agent Browser Gauntlet - Can It Survive the Modern Web?

Agent Browser Gauntlet - Can It Survive the Modern Web?

We pointed an agent at a bundle of hostile interfaces and watched how quickly good intentions turned into flaky automation.

Idea

Take the browser control story seriously for a week. Instead of cherry-picking easy pages, give the agent popups, delayed content, sticky headers, and forms that shift underneath it.

Status

Some tasks worked. The interesting part was how often near-success still meant failure because the last ten percent was timing, not logic.

Problems Faced

  • A lot of browser automation is really state management disguised as clicking.
  • The agent needed stronger guardrails for retries and verification.

Techniques That Helped

  • Assert the page state after each meaningful action.
  • Prefer slower, explicit checks over optimistic progress.

Lessons Learned

Agents do not just need tools. They need a disciplined definition of done.