DEVOURED
Ruflo (GitHub Repo)
Ruflo is an open-source agent 'meta-harness' that orchestrates swarms of AI agents with shared memory and cross-machine federation.
What: Formerly known as Claude Flow, Ruflo wraps Claude Code and Codex, providing 100+ agents, a self-learning memory system (AgentDB), and a security layer that strips PII for cross-machine agent federation using mTLS.
Why it matters: This project aims to solve the 'silo' problem in current AI agent tools, where agents act in isolation and lack the long-term context or multi-agent collaboration required for enterprise workflows.
Takeaway: Run `npx ruflo init` in your terminal to see if the meta-harness improves your current agent-assisted coding workflow.
Deep dive
- Federation: Uses mTLS and ed25519 to allow agents across different organizations to share tasks without sharing raw data.
- PII Stripping: An automated pipeline that scrubs sensitive data before agents communicate across trust boundaries.
- GOAP (Goal-Oriented Action Planning): Uses A* search to break high-level English goals into executable action paths.
- Memory: Employs an HNSW-indexed vector database for sub-millisecond retrieval of agent state and history.
- Security: Includes
AIDefenceto block prompt injection and monitor agent tool configurations.
Decoder
- Agent Meta-Harness: An execution layer that provides tools, memory, and coordination logic to a raw AI model, allowing it to perform multi-step work.
- mTLS (Mutual TLS): A security protocol where both client and server verify each other's certificates, ensuring secure, identified communication.
- GOAP: An AI technique popularized in game development that uses planners to determine the shortest path to achieve a specific goal state.
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