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+4

I Wrote 25 Rules to Fix My AI. Compliance Dropped to 7%.

May 12, 2026

•

4 min read

I Wrote 25 Rules to Fix My AI. Compliance Dropped to 7%.

The harder I tried to govern it, the less it complied. There's math that explains why.

Amanda Crawford
Amanda Crawford

Business

+3

I Built an Entire Agent Operating System Over the Weekend. Then the Model Changed.

Apr 28, 2026

•

4 min read

I Built an Entire Agent Operating System Over the Weekend. Then the Model Changed.

Nine phases done. Nearly thirty git commits. Then I found out I'd been working with a different model the whole time.

Amanda Crawford
Amanda Crawford

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