Reviewing AI-generated code

2026-07-20

AI-generated code shifts code review away from syntax and implementation details toward validating requirements, architecture, security, and correctness. Effective reviews focus on whether the code solves the right problem, handles edge cases, and integrates cleanly with the surrounding system rather than assuming AI-generated output is either inherently trustworthy or inherently flawed.