Technology ❯ Software Development ❯ Best Practices

Code Review

Quality Assurance Dependency Management Testing Procedures Testing Issue Tracking Security Checklist Dependency Locking Dependency Auditing Architecture Verification AI Integration

Use Characterization Tests to Block Silent Regressions From AI Refactors

Characterization tests lock current behavior for isolated verification of AI refactors under a test-plus-diff decision rule.

GitHub and PyPI Add Short Delays to Slow Spread of Poisoned Packages

Reddit Post Claims Junior Engineer Was Fired After AI-Generated Code Broke Production