Simon Willison 3/6/2026

Agentic manual testing

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The article discusses 'agentic manual testing' for AI coding agents, emphasizing that automated tests alone are insufficient. It argues that agents should manually execute and verify code via methods like `python -c`, `curl` for APIs, and browser automation for web UIs to catch issues automated tests miss. It provides practical patterns and encourages integrating manual testing findings back into a TDD cycle.

Agentic manual testing

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