Ask an agent to debug a production issue

Context

• Impact and failing endpoints
• Recent deploys and config changes
• Relevant logs, traces, and metrics

Agent instructions

• Reproduce or simulate failure path first.
• State expected vs actual behavior and likely scope.
• Generate hypotheses and test them one at a time.
• Apply the smallest fix and add a regression test.

Verification

• Root cause is supported by evidence.
• Fix is validated with targeted checks.
• Regression test prevents recurrence.