𝗥𝗲𝘃𝗶𝗲𝘄 𝗗𝗼𝗲𝘀 𝗡𝗼𝘁 𝗦𝗰𝗮𝗹𝗲, 𝗩𝗮𝗹𝗶𝗱𝗮𝘁𝗶𝗼𝗻 𝗗𝗼𝗲𝘀

𝗥𝗲𝘃𝗶𝗲𝘄 𝗗𝗼𝗲𝘀 𝗡𝗼𝘁 𝗦𝗰𝗮𝗹𝗲, 𝗩𝗮𝗹𝗶𝗱𝗮𝘁𝗶𝗼𝗻 𝗗𝗼𝗲𝘀

AI writes code faster than you read it.

A 200 line plan becomes 2,000 lines of code. You are unable to review this volume. You skim. You pattern match. You hope it works.

This is how bugs reach production.

Move your focus from review to validation. Validation uses three layers.

• Specification. Define what correct means before the AI runs. Use clear contracts and acceptance criteria.
• Verification. Use automated checks. TDD is a requirement. Property tests find hidden bugs.
• Containment. Limit the damage. Separate dev and prod. Limit permissions. Use feature flags.

Review the plan. It is small. It is cheap to fix. Let validation handle the code. It is automated. It scales.

Stop pretending to review every line. Design the system to catch errors.

The agent does the typing. You design the envelope.

Source: https://dev.to/my2centsonai/review-doesnt-scale-validation-does-2e23

Optional learning community: https://t.me/GyaanSetuAi