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AI

Stop Sending Raw HTML to LLMs

A scraper gives you a page as one HTML string: markup, inline styles, scripts, and somewhere inside it the text you wanted. Many pipelines send that string directly to an LLM.

AI

Guardrails for AI-Assisted Development: Skills, Gates, Hooks and Mutation Tests

When a model writes the code, writing it stops being the expensive part. Proving you didn't break something nobody was looking at becomes the expensive part.

  • Verification layer built with skills, gates, hooks, and mutation testing
  • Four agent skills dictate agent behavior in repository
  • Sixteen repository gates enforce rules, catch silent violations
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