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Agent Governance Protocol

The Plan → Approve → Receipt Loop

Giving an AI model unrestricted access to execute real-world changes (placing calls, altering databases, sending messages) is an engineering anti-pattern. Here is the governed alternative.

The 3 Deterministic Stages

  1. Stage 1 (Plan): The AI plans the operation in a sandboxed runtime, producing an exact JSON execution diff.
  2. Stage 2 (Approve): The diff is rendered into an intuitive human-readable approval card. The user can edit parameters or approve with one tap.
  3. Stage 3 (Receipt): The approved action runs, and a receipt records what was done and when.
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