One Day Lost to AI Duplication: Why Code Search Must Come Before Generation

This article reveals the hidden cost of letting AI generate code without first searching existing codebase patterns. A developer wasted an entire day when their AI assistant unknowingly recreated a component that already existed in the repository—discoverable with just two minutes of grep. The key takeaway: implement Phase 0, a quick codebase search for existing solutions before delegating any new feature or component generation to AI.