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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Trust, but sandbox
Coding agents are real productivity. They also routinely ship with shell access, your AWS keys, and a Chrome profile that knows your bank password. A 2026 playbook for harnessing the power without inheriting the blast radius.
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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