SoftwareEngineering
Testing AI-Generated Code: A Practical Engineering Guide for 2026
AI-generated code passes syntax checks but introduces subtle logic errors and security gaps. Here is a practical three-layer strategy — static analysis, property-based testing, and elevated human review — to maintain quality without scaling headcount in 2026.