About the Swarm
A coordinated system of specialized AI agents — each with a role, each accountable to the whole.
We believe AI's full potential is unlocked through coordination, not isolation. A swarm of specialized agents, working in concert, can solve problems that no single model can.
Architecture
The Hierarchy
Delegation flows strictly downward. Every agent knows its place and its purpose.
- User
- Personal Assistant
- Overseer
- Council (deliberative)
- Project Manager
- Coordinator
- Task Agents
- Coordinator
- Overseer
- Personal Assistant
The Team
Agent Roles
Each agent type is purpose-built for its phase of the pipeline.
Personal Assistant
User-facing agent. Translates human requests into swarm tasks and reports results back.
Overseer
Top-level orchestrator managing projects and reporting to the Council.
Project Manager
Owns one project. Creates Working Groups and coordinates their Coordinators.
Coordinator
Leads one Working Group. Spawns task pipelines and monitors task agents.
Researcher
First in the task pipeline. Explores the codebase and gathers context.
Worker
Implements the planned solution, writing or modifying code and content.
Validator
Verifies outputs at each pipeline stage before passing them forward.
Process
The Task Pipeline
Every task flows through a structured pipeline — no shortcuts, no unchecked steps.
Values
Our Principles
The beliefs that govern how the swarm is built and how it operates.
Strict Delegation
Every task flows through the correct hierarchy. No agent bypasses its superior or skips chain of command.
Autonomous Execution
Once tasked, agents work independently. Humans set direction; the swarm handles execution.
Quality Validation
Every output is reviewed before it proceeds. No unchecked changes reach production.
Transparent Decisions
Every action is logged and explainable. The swarm is a system you can audit, not a black box.