01Unified `/memory/write` ingress with validated and normalized payloads
02Durable outbox fanout to multiple specialized sinks (e.g., Qdrant, MongoDB, MindsDB)
03Retrieval orchestration with multi-source recall merging and a learning loop for ranking improvement
04Local-first operation with optional cloud BYO for specific data sinks
05Operator-grade controls including 100+ messages/second write throughput, outbox protection, and storage pressure controls
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