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## What changed - Always use the retained conversation backend for asynchronous classification; keep snapshot sampling test-only. - Accept legacy `async_classifier_mode` values in configuration and model metadata but ignore them. Emit a startup warning when `[features.guardianv2].async_classifier_mode` is configured. - Ignore legacy classifier mode differences when checking model-switch compatibility, and fail closed if the conversation backend is missing. ## Testing Update coverage for legacy configuration warnings, model-switch compatibility, retained approval-review context, and conversation-based scoring. GitOrigin-RevId: 5e8bb7e4e6e7d1589572f38bfe2498c9fa6825a0