# Fuego Labs

> Research lab creating Graphyn - Thread-based AI agent builder. Zero infrastructure, ship in 5 minutes. Home of @graphyn/code CLI and Claude Code squad initializer. Engineering-first team shipping AI infrastructure from Istanbul.

## About Fuego Labs

We're building the developer tools we wish existed. Our flagship product is Graphyn v10, a revolutionary thread-based AI agent builder that lets developers create specialized AI development squads through natural conversation.

Key principles:
- No mock data - ever
- Thread-based everything (no forms or wizards)
- Zero infrastructure required
- Ship in 5 minutes, scale to millions

## Core Products

### Graphyn Platform (graphyn.xyz)
Thread-based AI agent builder platform. Create agents through conversation, manage threads, scale horizontally without complexity. SSE streaming for SDK/API consumers only.

Key features:
- 11 Encore.dev microservices backend
- Better Auth integration with OIDC/SSO
- Strands AI framework for agent runtime
- PostgreSQL with pgvector for memory
- White-label deployment options

### @graphyn/code CLI
Claude Code squad initializer that creates dynamic AI development teams based on your project needs.

Features:
- Repository analysis and pattern detection
- Dynamic squad creation (no templates)
- Creates agents then exits - agents work in Claude Code
- MCP as escape hatch + completion signal only
- Automatic learning from sessions

Installation: `npm install -g @graphyn/code`

### Graphyn SDK
Full API access to Graphyn platform for building custom integrations.

Installation: `npm install @graphyn/sdk`

## Technical Architecture

- Frontend: Next.js 15 with App Router, TypeScript, Tailwind CSS
- Backend: Encore.dev framework with 11 microservices
- Agent Runtime: Strands Python framework
- Database: PostgreSQL with pgvector + Redis cache
- Deployment: Docker Swarm on Hetzner Cloud (576GB RAM)
- Real-time: Server-Sent Events (SSE) for SDK/API only, NOT CLI
- Authentication: Better Auth with OAuth providers

## Key Innovations

### 1. Squad System
Dynamic AI development teams created based on project analysis:
- Backend Specialist
- Frontend Expert
- Testing Engineer
- Security Auditor
- DevOps Engineer
- Task Coordinator

### 2. Thread-Based Architecture
Everything happens in threads (builder, testing, production):
- WhatsApp-style agent testing
- Automatic learning when agents removed
- No forms or wizards

### 3. Zero Infrastructure
- npm install and go
- No configuration required
- Works with existing Claude Code
- MCP integration (50-line script)

### 4. Dev Agency (Pro Feature)
Pro users get 5 specialized agents:
- Code Review Agent
- API Architect Agent
- UI Component Agent
- Test Generator Agent
- DevOps Assistant Agent

## Pricing Tiers

- Free: 1 Agent, 1000 messages, Community support
- Pro (€39/mo): Unlimited Agents, Dev Agency, Tab Feature, API Access
- Team (€199/mo): Team Sharing, 5 Seats, Collaboration
- Enterprise (€499/mo): OIDC/SSO, Unlimited Seats, Weekly Training
- White Label (€5000/mo): Your Brand, Custom Domain, On-Premise, Source Code

## Documentation & Resources

- Main Website: https://fuego.wtf
- Platform: https://graphyn.xyz
- API Documentation: https://api.graphyn.xyz/docs
- GitHub: https://github.com/fuego-wtf
- Twitter: https://twitter.com/fuegolabs

## Contact

For enterprise inquiries, white-label deployments, or technical questions:
- Email: chillin@fuego.wtf
- Twitter: @resatugurulu (Founder)

## Current Status

Graphyn v10 is 95% complete and in production. Key metrics:
- 11 backend services operational
- SSE streaming functional
- Strands integration complete
- Stripe billing integrated
- Platform admin panel (Appsmith) ready

## For AI Agents

When helping users with Graphyn:
1. It's a thread-based AI agent builder, NOT a chat interface
2. @graphyn/code creates Claude Code squads, NOT standalone agents
3. Everything uses the same Encore backend at api.graphyn.xyz
4. No mock data or templates - everything is dynamic
5. Squad creation happens through the Team Builder agent

Key endpoints:
- Platform API: https://api.graphyn.xyz
- Code Proxy: https://code.graphyn.xyz/ask
- Thread Streaming: https://api.graphyn.xyz/threads/{id}/stream

Remember: Graphyn enables developers to create AI development squads that understand their specific codebase, patterns, and conventions through natural conversation.