# TOPIC
3 posts
A hands-on hardening guide for AI agents across three surfaces — the browser, the coding agent, and MCP servers. Commands, config, and a shareable rules card.
Browser agents, coding agents and MCP connectors don't just read data — they act. What each can reach, and how to harden it before something goes wrong.
Why RAG chatbots stall in production, and how to build deterministic, schema-validated AI agents on AWS with LangGraph state machines and MCP.
One short note per month. Only when we have something worth reading.
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