Engram — a trust layer for agent memory. Memories are claims with a lifecycle and a provenance graph; retrieval ranks by similarity x earned trust; quarantine cascades through graphLookup.
self-healing ai-agents mongodb-atlas ai-security long-term-memory rag episodic-memory vector-search prompt-injection llm-security llm-agents langgraph lineage-tracking agent-memory memory-poisoning persistent-context provenance-graph trust-weighted-retrieval quarantine-cascade contamination-tracing
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Updated
Aug 16, 2026 - Python