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ProblemMap/GlobalFixMap/LLM_Providers/openai.md
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# OpenAI: Guardrails and Fix Patterns
<details>
<summary><strong>🧭 Quick Return to Map</strong></summary>
<br>
> You are in a sub-page of **LLM_Providers**.
> To reorient, go back here:
>
> - [**LLM_Providers** — model vendors and deployment options](./README.md)
> - [**WFGY Global Fix Map** — main Emergency Room, 300+ structured fixes](../README.md)
> - [**WFGY Problem Map 1.0** — 16 reproducible failure modes](../../README.md)
>
> Think of this page as a desk within a ward.
> If you need the full triage and all prescriptions, return to the Emergency Room lobby.
</details>
Use this page when your pipeline hits OpenAI models and you see unstable tools, JSON drift, or long-chat decay. The checklist below helps you localize the failure, then jump to the exact WFGY fix page.
## Open these first