Rule on debugging tickets with real customer data

Judgment callMedium20 minAnthropic and OpenAI style

Your task

Your support engineers keep hitting bugs that only reproduce with one customer's account state.

One of them proposes a workflow for stuck tickets. Export the customer's full record into an AI agent, including settings, message history and transactions. Ask it for a repro script and a fix. It would save hours every week.

As tech lead, how do you respond, and what would a safe version look like?

It covers

  • Customer data
  • Support tooling