rollout

A deadline you did not choose and a change that touches every output. The interviewer wants a plan that treats API compatibility and behavioural compatibility as different problems.

Approval queues create the best dataset an agent team will ever have. This question tests whether you use it to promote autonomy action by action, with a bar set before you look.

Rank surviving signals by what they actually prove, decide when to pause exposure and reconcile missing events without inventing outcomes.

The tool choice is the easy part. Interviewers screen for how you decide on evidence, what you allow near code and data, and how you stop prototypes becoming unowned production code.