Engineering Practices13 min
Evaluation-Driven Development: Test Harnesses for Non-Deterministic AI
Traditional testing breaks with probabilistic AI outputs. Here's a practical framework combining assertions, LLM-as-judge scoring, and regression benchmarks for shipping agentic features confidently.
Priya Sharma · July 6, 2026