Which production workflow needs a repeatable run?
Each mode maps a high-intent workflow search to the proof sequence operators need before downstream systems consume state.
The team needs verified suffix state before campaign mutation.
Route them to the suffix sync playbook when Google Ads scripts must read fresh row evidence, dry-run decisions, and audit live updates.