#testing
Artwork: Wheat Field with Cypresses by Vincent van Gogh. The Metropolitan Museum of Art · Public domain
EvaluationEval-Driven Development: Red-Green-Refactor for AI Agents
Every agent change should be justified by a failing evaluation. A disciplined, TDD-style process for evolving AI agents without regressions.
Artwork: Aristotle with a Bust of Homer by Rembrandt. The Metropolitan Museum of Art · Public domain
AI AgentsReal-Time Voice Debriefing with the Azure Voice Live API
How the field service assistant runs a hands-free, 8-step voice debrief over a persistent WebSocket loop — and how persona, scenario, and environment fixtures make it testable.