
Herbert Wang
235 posts



After months of shipping, we launched @puppyone_ai 3.0: context infrastructure for multi-agent teams. Most agent teams don’t fail at models first. They fail when agents don’t share a single source of truth for context. What this means in practice: 1️⃣SaaS context is materialized into agent-readable files 2️⃣Each runtime gets scoped access (least privilege) 3️⃣Every write is versioned, auditable, and rollback-ready So your research agent, coding agent, and reviewer agent can work from the same governed workspace - without sharing human admin credentials. If you’re running OpenClaw, Claude Code, Codex, or Hermes, puppyone is designed to be the context layer across MCP, CLI, and API. Try: try.puppyone.ai CLI: puppyone.ai/en/cli Repo: github.com/puppyone-ai/pu… Full launch post——See more ⬇️ #AIEngineering #AIAgents #MCP #DevTools #OpenSource #puppyone30 #context
































