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AI Autonomy Works Only When the Workflow Has Gates
Autonomy is not the same as automation. Reliable AI systems divide work into bounded steps, verify outcomes, and widen permissions only after…
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My AI Agent Reported $90 Saved. The Number Was Fiction.
An AI coding agent reported $90 saved by multiplying one real saving with an unmeasured repeat count. Three checks trace what was…
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An AI Saying “Done” Is Not Evidence: Unlimited Skills 0.6.8
Unlimited Skills 0.6.8 transports bounded signed completion receipts but does not treat assistant prose as proof. Independent verification, destination acceptance, commit, projection,…
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