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Route opted-in models to /v1/responses while keeping Chat Completions as the default. The flavor is selected per-model in the catalog YAML and threaded through ModelCapabilities (with a new reasoning_effort field). - Translate chat-shaped messages/tools/structured-output into the Responses input / text.format / flattened-tool shapes at the provider boundary; stored history and intra-turn tool round-trips need no migration. - Normalize the typed SSE event stream back into the existing handler contract (content / thought / tool-call chunks) so the streaming accumulator and OpenAI handler stay unchanged. - Carry encrypted reasoning items across the in-turn tool loop (provider-local, keyed by call_id) for stateless reasoning continuity. - OPENAI_RESPONSES_STORE opt-in enables server-side state and previous_response_id chaining across turns, persisted in message metadata. - Set gpt-5.5 to api_flavor: responses, reasoning_effort: medium. - Remove AzureOpenAILLM and the azure_openai provider/catalog.