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AI Code Quality Through Guardrails

Cory House
Cory House
Dec 21, 2025

AI is an accelerator. So, bad guardrails = bad code, faster. Useful guardrails: -Types -Tests -Linting -Auto-formatting -AI reviews -Clear definition of done -Robust human code reviews -Automated CI checks The more AI can validate itself, the better chance it can "one shot".

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Topics

artificial intelligencesoftware engineeringcode qualitymachine learningautomationprogrammingcybersecurityproduct management

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