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LangGraph · Supervisor + 5 specialists
Supervisor
Routes work · LangGraph + MongoDBSaver
Account Analyst
Operational find() on accounts + signals_daily cache tier
Signal Scout
Hybrid $rankFusion · auto-embedded account_intel
Propensity Scorer
Filtered vector search + signal_events + Semantic Cache
Data Analyst
Text-to-MQL · MongoDBDatabaseToolkit
Briefing Writer
MongoDBChatMessageHistory
MongoDB Ops Feed tailing ops_audit · click any row
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