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ai building

How to Test AI-Generated Code Before Shipping: 57 Bugs Caught

How to test AI-generated code before shipping it: the evidence-based verification gates that caught 57 bugs. Forced evaluation beats "it should work", 84% compliance vs 20% for passive checks.

Dec 15, 2025 · 9 min