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How to Build an Evaluation Harness for Your AI Agent (So It Doesn't Break in Production)
The agent passed every test I threw at it by hand. Then a user asked it to "book the cheaper flight,"...
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What breaks an AI agent after 50 clean demos
The demo ran 50 times without a failure. Then we shipped it. Three days into production, the agent...
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How to Build an Evaluation Harness for Your AI Agent (So It Doesn't Break in Production)
The agent passed every test I threw at it by hand. Then a user asked it to "book the cheaper flight,"...
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Your AI Agent Keeps Failing After 50 Clean Demos, Stop Treating the LLM Like a Black Box
Why your AI agent works perfectly in demos then fails in production. Real patterns for debugging LLM output, system prompts, and building reliable agent loops.