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<!--
WFGY_ANCHOR_BLOCK_v1
page: GlobalFixMap/LLM_Providers/README.md
title: LLM Providers Guardrails FAQ Fix Patterns
intent: choose llm vendor, debug provider-looking bugs, schema drift, tool calls, json mode, rate limits, streaming limits
keywords:
- llm providers
- openai azure openai anthropic claude gemini vertex ai mistral llama cohere deepseek moonshot kimi groq grok bedrock openrouter together
- provider quirks
- schema drift
- json mode invalid json
- tool calls loop
- function calling
- rate limits
- streaming timeouts
- response format
- safety prompt integrity
- orchestration drift
- eval drift
symptoms:
- json mode breaks, invalid objects
- tool calls loop or stall
- answers flip between runs
- high similarity but wrong snippet
- hybrid retriever worse than single
- jailbreaks or bluffing
see_also:
- ProblemMap/README.md
- ProblemMap/GlobalFixMap/README.md
- ProblemMap/GlobalFixMap/Agents_Orchestration/README.md
- ProblemMap/GlobalFixMap/Safety_PromptIntegrity/README.md
- ProblemMap/GlobalFixMap/Retrieval/README.md
-->
# LLM Providers — Guardrails, FAQ, and Fix Patterns
<details>