Greater autonomy requires stronger accountability.
The cost of an unverified action grows as agents gain authority.
- 01
Suggest code
Human selects the change → diff review
- 02
Complete a task
Agent edits and runs commands → execution records
- 03
Operate a workflow
Retries and external effects → boundaries, recovery and approval