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.

Try this on your next release

Choose one journey, define the expected result, and inspect the evidence from a completed run. Expand the suite after the first test is useful.

Build your first test plan