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When I Joined the 'cargo clean' Cult

The fastest way to look stupid is to debug the logic before you debug the freshness of the system state.

Who Pays the Handoff Tax: Finish the Loop in Human-Agent Debugging

If an agent can predict the failure, it can usually run the command, read it, fix it, and hand off a verified result instead of extraction labor.

Closing the Loop IS the Reward: Neurodivergent-Friendly AI Collaboration

The default model behavior of reassurance and emotional warmth is optimized for neurotypical users. It doesn't serve everyone. What does: completed work, clean execution, no loose ends.

Three Layers, One Source of Truth: Building a Task System for Interrupted Work

Kid needs a snack. Session interrupted. 6 hours later, Claude needs to know exactly where you were. Your task system is your time machine.

Finding Claude Behind the Curtain

The error wasn't noise. It was a tell.