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".