From your request to working code in 4 simple steps. The swarm handles the complexity.
Tell the Queen what you want to build. Use natural language - just like talking to a senior developer.
$ cervella
> "Add a user authentication system with OAuth support"
The Queen (orchestrator) breaks down your request, reads your codebase context from SNCP memory, and creates a plan.
[Queen] Analyzing request...
[Queen] Reading context from .sncp/memoria/
[Queen] Found: React frontend, FastAPI backend
[Queen] Creating task plan...
[Queen] Delegating to 4 specialists
Specialized agents work in parallel - each one expert in their domain. They coordinate automatically, no micromanagement needed.
Building login UI, OAuth buttons, form validation...
Creating auth endpoints, JWT tokens, OAuth flow...
Writing unit tests, integration tests, edge cases...
Checking vulnerabilities, OWASP compliance...
Before any code reaches your project, 3 Guardians (powered by Claude Opus) verify quality, security, and best practices.
[Guardian-Quality] Code review... PASSED
[Guardian-Ops] Security audit... PASSED
[Guardian-Research] Best practices... PASSED
All checks passed. Code ready for merge.
16 specialists, each with their expertise
The Queen
Orchestrator (Opus)
Quality
Opus
Ops
Opus
Research
Opus
Frontend
Backend
Tester
Reviewer
Researcher
DevOps
Security
Docs
Data
Marketing
Engineer
Scientist
Every agent shares a persistent memory system called SNCP (Sistema Nervoso Centrale del Progetto). It remembers your decisions, your code patterns, your preferences.
You explain once. The swarm remembers forever.
.sncp/
memoria/decisioni/ # Why you chose React
idee/ # Feature ideas
coscienza/ # Session context
Start free with your own API key. No credit card required.