I built a self healing semantic layer for any AI agent tool
Another AI agent orchestration layer when MCP registry already exists.

Three-layer memory architecture for AI agents that cuts token usage by 92%.
AI developers, engineers building agentic workflows
Mem0 · LangChain · Zep
Another AI agent orchestration layer when MCP registry already exists.
Autonomous memory healing every 5 min, but Mem0 and LangGraph already solve this.
No LLM in the critical path — deterministic retrieval beats vector search latency.
Blog post about AI memory consolidation with no code or demo to evaluate.
Structured memory layers for agents—but vector search already solves this problem.
Background decay loops keep agent memory from growing forever without manual cleanup.