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Approval-gated automation: let agents propose, you ship

The pattern that makes automation safe: agents propose, humans approve, the system ships.

Full automation fails when judgment matters. The pattern that works: agents do the work and propose, humans hold the approval gate, the system ships and learns.

This piece covers where to place gates, how to keep them fast, and when to remove them entirely.

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