Notes from production.What we've learned shipping agents.
Working notes on agent architecture, security, evals, deployment, and the messy middle between a demo and a production system. Written by us, for the people we actually want to work with.
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When agents fail in production
Replit. Microsoft 365 Copilot. Salesforce Agentforce. Amazon Q. Claude Code. ChatGPT Atlas. Six production AI agents that failed in the past year, what was missing, and how not to be in next year's writeup.
AI Agent Security: A Deep Dive
Agent security is unsexy work. Eval suites, tool wrappers, audit logs, threat models. It is also the difference between a demo that wowed an exec and a system that survives Mondays in production.
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