21:23
2026-07-17
dev.to
artificial-intelligence
How to Test AI-Powered Web Apps Without Treating the Model Like a Normal API
Testing AI-powered web applications requires different strategies than traditional APIs due to variable model outputs, context-dependent safety behavior, and agentic workflows. Developers must verify …