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romiluz13 (Rom Iluz) · GitHub

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romiluz13/README.md




Claude Code harness
MongoDB memory engine
Hybrid retrieval
Published SDKs

What I build

I design the memory layer, execution harness, and protocol bridges that let autonomous agents run reliably in production — not demo chatbots that forget everything after one session.

"An agent is only as powerful as its execution harness and its memory layer."

Featured repositories

🤖 cc10x

Router-owned harness for Claude Code. Multi-agent routing, plan review, failure-stop gates, and durable session memory.

Claude Code Harness Orchestration

🦁 ClawMongo

MongoDB-native AI gateway and memory engine. Episodic memory, vector search, knowledge graphs, event-sourcing.

MongoDB Memory Vector Search

🧠 Memongo

Persistent memory infrastructure for long-running autonomous agents. Built for agents that need to remember across sessions.

Memory Engineering Agents MongoDB

📚 Hybrid-Search-RAG

Production hybrid retrieval: BM25 + semantic embeddings + cross-encoder reranking.

RAG Hybrid Search Python

💬 whatsapp_ai

Production WhatsApp + LLM automation at scale.

WhatsApp LLM Automation

🧩 agent_with_memory

Autonomous agents with persistent, queryable memory layers.

Agents Memory LangChain

Published on NPM

Package What it does
@romiluz/clawmongo MongoDB-backed episodic memory gateway
@romiluz13/memory-mcp Persistent memory MCP server
@romiluz13/EmbeDocs-MCP Document embedding pipeline via MCP

Stack


Focus areas: Model Context Protocol · Agent harnesses · Memory engineering · Hybrid RAG · MongoDB vector search

Open to collaborations on agent infrastructure, memory systems, and MCP development.


Pinned Loading

  1. whatsapp_ai whatsapp_ai Public

    JavaScript 47 11

  2. cc10x cc10x Public

    The Loop Engine for Claude Code — engineer the loop, not the prompt. 1 router · 9 agents · 16 skills · 4 workflows. Fail-closed gates, test honesty, anti-anchored review.

    Python 164 26

  3. Hybrid-Search-RAG Hybrid-Search-RAG Public

    Python 64 19

  4. memory-engineering-mcp memory-engineering-mcp Public

    TypeScript 13 3

  5. ClawMongo ClawMongo Public

    Forked from openclaw/openclaw

    ClawMongo — MongoDB-native AI gateway. Fork of OpenClaw with MongoDB as the only canonical memory backend.

    TypeScript 31

  6. Memongo Memongo Public

    MongoDB-native long-term memory for production AI agents

    TypeScript 31 4

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