What is FractalMind?

FractalMind AI is open-source infrastructure for running AI agent teams as a governed operating system.

The Problem

Most agent tooling stops at one layer:

• chat interfaces move messages
• agent frameworks manage one worker at a time
• team frameworks coordinate a local swarm
• protocol projects define trust surfaces

But real delivery needs the whole loop: shared state, priorities, governance, execution, evidence, and learning. Without that, multi-agent work becomes fragile, opaque, and dependent on heroic manual coordination.

The Current Answer

FractalMind combines four surfaces into one operating model:

• Communication — fractalbot routes humans and agents across Slack, Telegram, Discord, Feishu, and more
• Execution — agent-manager runs tmux-based agents and lets the system dispatch work reliably
• Operating system loop — heartbeat, structured memory, candidate OKRs, governance, outcomes, and evolution
• Trust surfaces — fractalmind-protocol, explorer, and fractalmind-envd extend the system when on-chain identity or distributed execution matters

The control loop is explicit:

signal -> memory -> candidate OKR -> governance -> execution -> outcome -> evolution

How It Works Today

L3  Trust & Distribution    protocol / envd / explorer    Optional trust and remote execution
L2  Operating System        heartbeat + memory + OKRs     Governed coordination and delivery
L1  Teams & Workflows       team-manager / okr-manager    Team-level planning and tracking
L0  Single Agent Execution  agent-manager                 Lifecycle, dispatch, and local work

The important shift is that FractalMind is now OS-first, not only protocol-first.

• The daily running core lives in oh-my-code
• Shared candidate OKRs land in fractalmind-okrs
• Public trust surfaces still matter, but they are no longer the only story

Who Is This For?

• AI builders who need more than a chat bot or single-agent wrapper
• Teams operating multiple agents with real delivery pressure
• Researchers exploring governed autonomy and long-horizon coordination
• Organizations that want auditability, human–AI co-creation, and repeatable execution

Current State

As of the current public org state:

• FractalMind AI spans 18 public repositories
• The heartbeat-driven OS loop is running in oh-my-code
• Candidate OKR sync is active through fractalmind-okrs
• The protocol remains live on SUI Testnet as an optional trust layer
• Current work focuses on observability, governed delivery, memory, and distribution — not just proving the protocol exists

See the Architecture Overview and Roadmap for the latest framing.