End-to-end testing has improved a lot with tools like Playwright, but maintaining tests is still painful.

Selectors break.

UI changes.

CI fails.

Someone has to debug the same flaky test again.

That is where Playwright Agents become interesting.

I recently came across this useful GeekyAnts article on AI-assisted automation with Playwright Agents . I’m not associated with GeekyAnts in any way, but the article gives a good overview of how AI can support modern QA workflows instead of just generating random test code.

What Are Playwright Agents?

Playwright Agents are AI-assisted helpers that support the testing lifecycle.

They mainly work through three agents:

1. Planner

The Planner explores the app and creates a test plan.

Instead of directly writing code, it helps define:

what should be tested

which user flows matter

what scenarios should be covered

what edge cases might be missed

This is useful because good automation starts with good test planning.

2.…