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0xallam
a69bf058b2
``check_duplicate`` was calling ``litellm.completion(...)`` directly via ``resolve_llm_config()``, bypassing every layer the main agent loop runs through: - :class:`MultiProvider` (so ``anthropic/...`` aliases never went through :class:`AnthropicCachingLitellmModel` and missed the ``cache_control`` patching on the system prompt — 4x cost on repeated dedupe calls within the same scan). - :data:`DEFAULT_RETRY` (no retry on 429s / network blips — the caller's broad except-and-fallback was hiding this). Switch to the SDK's :meth:`Model.get_response` directly: same model selection, same retry policy, same cache wrapper. Extract assistant text from ``ModelResponse.output`` via the canonical ``ResponseOutputMessage`` walk. ``check_duplicate`` is now async — drops the ``asyncio.to_thread`` indirection in ``_do_create``. Validation logic is fast-sync; running it on the event loop is fine. Drive-by: rename ``_DEFAULT_RETRY`` → ``DEFAULT_RETRY`` in ``run_config_factory`` so the dedupe path can reuse the same constant without reaching into a private name.