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Writing on AI engineering, product building, and problem solving.

AI Agents · Human-in-the-loop · Engineering

A local agent that actually stops

Why asking for confirmation in chat is not an approval mechanism, and how Jarvis pauses, persists, and resumes tool calls before side effects occur.

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