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