# Simon Willison Built a Credential Scanner Using README-Driven Development and AI

- slug: simon-willison-built-a-credential-scanner-using-readme-driven-development-and-ai
- date: 2026-04-05
- category: Artificial Intelligence

Simon Willison built a credential scanner in one afternoon using an AI coding agent and test-driven development. The workflow he used is the actual story.

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