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- ConfigMap: USE_LLM_DYNAMIC_BUTTONS=true(B2/B3/B4 handler 全就緒) - decision_manager: auto_execute 失敗路徑補 KM fire-and-forget 寫入 - ai_router: _build_fallback_chain 標記 DEPRECATED 2026-04-28 - tests: test_golden_regression.py 新增 172 行 golden 回歸測試 Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>