Coding agents accelerated code production. The work of testing deployed changes, reproducing failures, and handing off a clear investigation still sits with people.
Ship from ContextQA takes a bug report (Slack or Linear), reproduces it on the deployed app, and packages the evidence for an engineer or coding agent.