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A series on the layers of an autonomous coding agent — perception, planning, execution, memory, governance, and trust — plus technical notes from running these systems in production.

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The Tools Have to Think Now

We built AI systems that understand every function call and dependency graph. We built nothing that understands whether the person operating them is burning out...

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