The part that makes engineers do a double-take: Zero LLM calls during memory storage. Classification → algorithmic Entity extraction → NLP Deduplication → deterministic Conflict resolution → rule-based Result: • <50ms (competitors: 2+ seconds) • Works completely offline

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