AI tools, recipes & communityThree points to take away
- 01
Grant only the minimum permission required.
- 02
Show budget and affected scope before execution.
- 03
Keep human veto and emergency stop controls.
The four gates
The data gate checks source and freshness, the recommendation gate checks rationale, the execution gate approves spend and targets, and the review gate compares results and errors. Failure at one gate must stop progression.
Least privilege
Authorize reading, drafting, budget changes, publishing, and deletion separately, with scope, expiry, and a named revoker for every token.
Verification checklist before action
Verify that audit logs reconstruct every recommendation, approval, execution, and rollback.
Run a bounded trial with non-sensitive samples and retain successes, failures, and human corrections.
Before wider use, name an owner, data boundary, stop condition, and review date.