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Every agent action should pass through an envelope of checks that the model cannot bypass: schema validation, authorisation as the user, risk classification, approval where needed, idempotent execution and result validation, all logged. This guide walks through each layer, what it prevents, and how a PM decides which actions need which controls.
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