Regression testing strategies for AI-assisted development. Sandbox-mode API testing without database dependencies, automated bug-check workflows, and patterns…
AI Regression Testing Testing patterns specifically designed for AI-assisted development, where the same model writes code and reviews it — creating systematic blind spots that only automated tests can catch. When to Activate AI agent (Claude Code, Cursor, Codex) has modified API routes or backend logic A bug was found and fixed — need to prevent re-introduction Project has a sandbox/mock mode that can be leveraged for DB-free testing Running /bug-check or similar review commands after code changes Multiple code paths exist (sandbox vs production, feature flags, etc.) The Core Problem When an AI writes code and then reviews its own work, it carries the same assumptions into both steps. This creates a predictable failure pattern: AI writes fix → AI reviews fix → AI says "looks correct" → Bug still exists
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