My Reflection Loop Made Things Worse. My Evaluation Framework Showed Me Why.
How building an evaluation framework before the agent revealed failures I never would have caught manually.
Aug 8, 202611 min read10

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Series
Documenting the build of an open-source evaluation framework for AI agents — starting with a multi-agent travel planner as the first system it grades. Real benchmarks, real failures, real fixes, across multiple models.