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7 changes: 7 additions & 0 deletions docs/tutorial-prompt-agent-quickstart.md
Original file line number Diff line number Diff line change
Expand Up @@ -843,6 +843,13 @@ agentops eval run
When it passes, `results.json` records `execution: azd`, the evaluator list, the
multi-turn dataset kind, and the threshold results emitted by azd.

> **What did this CLI gate test?** At this point, the CLI gate is evaluating the
> agent on individual synthetic conversation-context turns. It is not the portal
> **Full conversations** preview. AgentOps uses `messages` to preserve the
> conversation shape and `dataset_kind: multi-turn` to make the release evidence
> conversation-aware. For true end-to-end full conversation evaluation, continue
> with the Foundry portal flow below.

### Run full multi-turn evaluation in Foundry

The CLI / azd gate above is the repo-controlled release gate. It uses
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