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# RoboCo
AI Agents Company - A virtual organization of 18 AI agents + 1 human CEO, designed to operate as a complete software development workforce.
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<p align="center">
<img src="run.png" alt="RoboCo control panel: the task tree for a feature, showing Board → Main PM → Backend / Frontend / UX/UI cells → developer subtasks, with live lifecycle statuses (completed, in progress, awaiting PM review, paused) and real GitHub PRs (#59 – #62 )." width="100%">
</p>
> [!WARNING]
> **RoboCo is early-stage, work-in-progress software (v0).** It's under active
> development, runs in a homelab, and *will* have rough edges, breaking changes,
> and bugs. It is **not production-ready** and the API/database schema are not
> stable yet. Treat it as a working prototype to explore and build on — please
> don't expose it to the public internet as-is. Issues and PRs very welcome.
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## Overview
RoboCo implements a structured organizational hierarchy with formal communication protocols, task management, and quality controls. The system enables a single human (CEO) to orchestrate complex multi-project development at scale.
```
CEO (Renzo - Human)
│
└── Board (3 agents)
├── Product Owner
├── Head of Marketing
└── Auditor (silent observer, reports to CEO)
│
└── Main PM (coordinates all cells)
│
├── Backend Cell (5 agents: 2 Devs, 1 QA, 1 PM, 1 Documenter)
├── Frontend Cell (5 agents: 2 Devs, 1 QA, 1 PM, 1 Documenter)
└── UX/UI Cell (4 agents: 1 Dev, 1 QA, 1 PM, 1 Documenter)
```
## Project Structure
```
roboco/
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├── roboco/ # Main Python package
│ ├── api/ # FastAPI routes & schemas
│ │ ├── routes/ # API endpoints (tasks, git, agents, etc.)
│ │ └── schemas/ # Pydantic request/response models
│ ├── services/ # Business logic services
│ │ ├── task.py # Task lifecycle management
│ │ ├── workspace.py # Multi-agent workspace management
│ │ ├── messaging.py # Agent communication
│ │ └── optimal_brain/ # RAG/Knowledge base (piragi)
│ ├── models/ # Pydantic domain models
│ ├── db/ # SQLAlchemy ORM & migrations
│ ├── enforcement/ # Task lifecycle state machine
│ ├── runtime/ # Orchestrator for agent spawning
│ ├── agents/ # Agent base classes
│ ├── mcp/ # MCP server implementations
│ └── config.py # Application configuration
├── agents/
│ ├── blueprints/ # Agent system prompts (18 agents)
│ └── prompts/identities/ # Agent identity files
├── docs/
│ ├── architecture/ # Architecture documentation
│ └── workflows/ # Workflow documentation
├── alembic/ # Database migrations
├── CLAUDE.md # Claude Code guidance
└── docker-compose.yml # Local development stack
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```
## Quick Start
```bash
# Install dependencies
uv sync
# Start PostgreSQL and Redis (Docker)
docker compose up -d
# Run database migrations
uv run alembic upgrade head
# Start the API server
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uv run python -m roboco.cli
# Or just the API without orchestrator
uv run uvicorn roboco.api:app --reload --host 0.0.0.0 --port 8000
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```
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## Configuration
Key environment variables (see `roboco/config.py` for all options):
```bash
# API Server
ROBOCO_HOST = 0.0.0.0
ROBOCO_PORT = 8000
# Database
ROBOCO_DATABASE_HOST = localhost
ROBOCO_DATABASE_PORT = 5432
ROBOCO_DATABASE_NAME = roboco
# Workspaces (Multi-Agent Git)
ROBOCO_WORKSPACES_ROOT = /data/workspaces
ROBOCO_WORKSPACE_AUTO_CLONE = true
# RAG/LLM
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ROBOCO_LOCAL_LLM_BASE_URL = http://roboco-ollama:11434/v1
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ROBOCO_LOCAL_LLM_MODEL = glm-5:cloud
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```
## Multi-Agent Workspace Structure
Each agent gets their own git clone for parallel development:
```
{ROBOCO_WORKSPACES_ROOT}/
└── {project-slug}/
└── {team}/
└── {agent-slug}/
└── [git repository]
Example:
/data/workspaces/roboco/backend/be-dev-1/
/data/workspaces/roboco/backend/be-dev-2/
```
## Task Lifecycle
```
backlog → pending → claimed → in_progress → verifying → awaiting_qa
↓ ↓ ↓ ↓
cancelled blocked needs_revision awaiting_documentation
paused ↓
awaiting_pm_review
↓
awaiting_ceo_approval
↓
completed
```
## API Endpoints
| Route Group | Description |
|-------------|-------------|
| `/api/v1/tasks` | Task CRUD, lifecycle, claiming |
| `/api/v1/agents` | Agent management |
| `/api/v1/git` | Git operations (status, commit, push, PR) |
| `/api/v1/test` | Test/lint/format/build commands |
| `/api/v1/sessions` | Communication sessions |
| `/api/v1/messages` | Agent messages |
| `/api/v1/projects` | Project (repo) management |
| `/api/v1/work-sessions` | Git work session tracking |
| `/api/v1/optimal` | RAG/Knowledge base queries |
| `/api/v1/journals` | Agent journals/reflections |
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## Development
```bash
# Install dev dependencies
uv sync --all-extras
# Run tests
uv run pytest
# Format and lint
uv run ruff format .
uv run ruff check .
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uv run mypy roboco/
# Type checking
uv run mypy roboco/
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```
## Core Principles
1. **Everything is a task** - All work is tracked and documented
2. **No work without a task** - Create task record first
3. **No task without acceptance criteria** - How do we know it's done?
4. **No closure without documentation** - Future agents need context
5. **Communication is constant** - Stream reasoning, log everything
6. **The Auditor sees all** - Quality monitored silently
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7. **CEO approves major changes** - Human-in-the-loop for critical decisions
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## Technology Stack
| Layer | Technology |
|-------|------------|
| API Framework | FastAPI |
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| Database | PostgreSQL + SQLAlchemy (async) |
| Vector Store | pgvector (via piragi) |
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| Cache/Queue | Redis |
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| RAG Library | piragi |
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| Embeddings | qwen3-embedding:0.6b (sentence-transformers) |
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| Local LLM | Ollama (glm-5:cloud) |
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| Cloud LLM | Claude API (Anthropic) |
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| Package Manager | uv |
## Status
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**Core Infrastructure** (Complete)
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- [x] Data models (Pydantic)
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- [x] Database ORM (SQLAlchemy async)
- [x] Task lifecycle state machine
- [x] Multi-agent workspace management
- [x] Agent blueprints (18 agents)
- [x] Messaging API
- [x] Task API with full lifecycle
- [x] Git operations API
- [x] Test/CI operations API
- [x] RAG/Knowledge base (piragi + pgvector)
- [x] Agent orchestrator
- [x] CEO approval workflow
**In Progress**
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- [x] Frontend panel (vendored under `panel/` , served through nginx on :3000)
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- [ ] Full agent autonomy testing
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## Security
> [!IMPORTANT]
> **Do not expose RoboCo to the public internet as-is.** It is designed to run
> on a trusted private network (homelab / LAN).
**Agent authentication.** Requests identify the caller with `X-Agent-Id` /
`X-Agent-Role` headers. The orchestrator issues each spawned agent an HMAC token
(`X-Agent-Token` , signed with `ROBOCO_AGENT_AUTH_SECRET` ) that binds its id, role
and team. Token enforcement is gated by `ROBOCO_AGENT_AUTH_REQUIRED` :
- **`ROBOCO_AGENT_AUTH_REQUIRED` unset/false (default):** *header-trust mode* —
the role headers are accepted without a token, so any client that can reach the
API may claim any role (including `ceo` ). The API logs a warning at startup in
this mode. Acceptable only on a trusted network.
- **`ROBOCO_AGENT_AUTH_REQUIRED=true` :** every request must carry a valid token;
an agent cannot spoof another agent's role. The control panel keeps working
because **nginx** — the only trusted hop between the browser and the API —
injects the CEO token (`X-Agent-Token` ) on `/api` and `/ws` , so the browser
never holds the signing secret. Generate that token with `make panel-token`
and set it as `ROBOCO_PANEL_AGENT_TOKEN` in `.env` before enabling secure mode.
**Secrets** (the Fernet `ROBOCO_ENCRYPTION_KEY` , GitHub PATs) live encrypted in
the database and in gitignored env files — never in the repo. Per-project git
tokens are Fernet-encrypted at rest and never returned by the API.
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## License
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Copyright (c) 2026 Renzo Franceschini
RoboCo is licensed under the **GNU Affero General Public License v3.0**
(AGPL-3.0). See [`LICENSE` ](./LICENSE ) for the full text.
The AGPL's network-use clause (section 13) means that if you run a modified
version of RoboCo as a network service, you must make your modified source
available to its users. This keeps the project open while preventing closed,
hosted re-distributions.
## Contributing
Contributions are welcome. All contributors must sign the Contributor License
Agreement ([`CLA.md` ](./CLA.md )) — this is automated on your first pull
request. See [`CONTRIBUTING.md` ](./CONTRIBUTING.md ) for the workflow and why
the CLA exists.