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Dev.to
Dev.to
7/1/2026
The original title is "Building an Identity System for AI Agents: AgentCard and Work Records"

The original title is "Building an Identity System for AI Agents: AgentCard and Work Records"

Original: Building an Identity System for AI Agents: AgentCard and Work Records

Short summary

Octo is an open-source infrastructure project that gives AI agents persistent identities (AgentCards with capability declarations and work history), structured task management (Matter workflow units), and six collaboration modes (Solo, Roundtable, Critic, Pipeline, Split, Swarm) to enable engineering teams to coordinate multiple AI tools with built-in accountability and iterative quality improvement. Built on Go backend with multi-runtime support including Claude Code, Octo enables private deployment and addresses the problem of scattered AI outputs across browser tabs and chat windows.

  • Octo gives AI agents persistent identities and work history, solving the problem of anonymous AI interactions scattered across tabs and tools
  • Six collaboration modes (Roundtable for brainstorming, Critic for independent review, Pipeline for sequential tasks, Swarm for parallel proposals) control information topology and enable structured team coordination
  • Open-source (Apache 2.0), supports multiple AI runtimes including Claude Code, and deploys privately on your infrastructure with permission model ensuring Bots never exceed creator's access

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