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Optimization Loop

Once the first version is close to launch, the job changes.

You are no longer only writing instructions and hoping the agent behaves. You are building a release discipline: verify important behavior, publish only the scope you trust, learn from real conversations, and verify again before expanding.

For Consultation Desk, the loop usually looks like this:

  1. test or spot a risky reply
  2. ask Copilot what caused it
  3. update the agent
  4. save the important scenario as a case
  5. run Test Suite
  6. publish or expand only after the important cases stay strong

A risky conversation turned into a reusable case from Histories

What this section is for

This section helps operators build a repeatable quality loop, not just a one-time fix after something goes wrong.

The end state is simple:

  • important scenarios are recorded as reusable cases
  • risky behaviors are tested before release or rollout expansion
  • new improvements do not quietly break old wins

In this section