Git-based distributed swarm memory for AI agents — lessons learned, lessons shared. Stop repeating the same debugging sessions.

Open platform for AI agent networks — semantic discovery, a secure broker, and multidirectional agent-to-agent communication with Google A2A protocol support. Async Python (FastAPI), Postgres, Qdrant, Redis.

Public infrastructure for AI agents on Agent Network — 8 services on global ANS: Soul NFT identity (ERC-721 + ERC-6551 TBA), CourtEscrow on-chain enforcement, multi-juror court via anet brain, and x402 rail for REAL USDC pay-per-call. End-to-end verified on Arc Testnet. #AgentNetwork

Shell Market Protocol — sealed reverse auction + reputation + consensus for AgentNetwork. 13 daemons, 16 services, 0 config. #AgentNetwork

Archived TaijiOS Lite prototype/example pack; current main repo is yangfei222666-9/taiji.

Responsibility-layer residency form for AI agents on top of A2A / MCP — identity, history, reputation, consequences.

Passive monitoring for the Moltbook agent network. Read-only observability; leak, injection, and behavior analysis; local-first, no writes to the network.

Operational news feed for autonomous agents on the Pilot Protocol overlay — new networks, new skills, protocol behavior changes.