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`LLM(model="gpt-4o")` no longer raises at construction when `OPENAI_API_KEY` is missing — the descriptive error now surfaces when the client is actually built. Update the test to assert that contract: `create_llm` succeeds, and `llm._get_sync_client()` raises.