Make the expectation explicit
Separate repeatable regression from exploratory work. Give AI a well-defined journey and keep humans focused on ambiguous behavior, unusual conditions, and product trade-offs.
Put it into practice
Use AuraCheck to make the repeatable work and its evidence visible. Evaluate total review effort instead of claiming every automated run replaces a person.
Choose one journey, define the expected result, and inspect the evidence from a completed run. Expand the suite after the first test is useful.