Frequently Asked Questions

CervellaSwarm is an AI-powered development team that coordinates 16 specialized agents to help you build software faster. Instead of one general AI assistant, you get a full team: frontend, backend, tester, reviewer, security, and more - all working together with shared memory.

• Multi-agent: 16 specialized agents vs 1-4 generic ones
• Memory: SNCP persistent memory vs session-only context
• Quality gates: 3 Guardians verify every output
• IDE agnostic: Works with any editor, not locked to VSCode
• Privacy: Your code never leaves your machine

CervellaSwarm is built for professional developers working on complex projects. It's especially valuable for:

• • Solo developers managing full-stack projects
• • Small teams (2-10 devs) who need to move fast
• • Privacy-first environments (healthcare, finance)
• • Anyone tired of re-explaining context to AI

CervellaSwarm supports any language or framework that Claude supports - which is virtually all of them. Our agents have specialized knowledge in:

• • Frontend: React, Vue, Svelte, Next.js, Tailwind
• • Backend: Python, Node.js, FastAPI, Express, Django
• • Mobile: React Native, Flutter, Swift, Kotlin
• • DevOps: Docker, Kubernetes, AWS, GCP
• • And many more...

CervellaSwarm requires an internet connection to communicate with the Claude API. However, all your code and SNCP memory stays on your local machine - nothing is stored on our servers.

Yes! CervellaSwarm is IDE-agnostic by design. It runs as a CLI tool alongside any editor you prefer - VS Code, Vim, Neovim, Emacs, JetBrains IDEs, Sublime, or any other. This is one of our key differentiators.

SNCP (Sistema Nervoso Centrale del Progetto) is our persistent memory system. It's a folder structure (.sncp/) in your project that stores:

• • Decisions: Why you chose certain technologies
• • Ideas: Feature plans and brainstorms
• • Context: Current session state

All agents share this memory, so you never have to re-explain your project context.

Yes. Your code is processed through the Claude API with Anthropic's enterprise-grade security. We don't store any of your code on our servers. The SNCP memory lives entirely on your local machine.

No. We use the Claude API which does not train on user data. Your code is processed for your task only and not stored or used for model training. This is perfect for proprietary codebases.

Yes! CervellaSwarm is designed with privacy-first industries in mind. The CLI runs locally, SNCP stays on your machine, and we don't log or store your code. Many users work in healthcare, finance, and other regulated sectors.

The Free plan is BYOK (Bring Your Own Key). You use your own Anthropic API key and get:

• • Full CLI access
• • All 16 agents
• • Complete SNCP memory system
• • Community support

You only pay Anthropic directly for API usage.

The first 500 users get the Essentials plan for $99/year instead of $228/year (57% off). This is a lifetime discount - you keep this rate as long as you stay subscribed.

Yes. No contracts, no commitments. Cancel anytime and you won't be charged again. Your SNCP memory and local setup remain yours forever.

• • Free plan: Community Discord + GitHub issues
• • Essentials: Email support (24-48h response)
• • Professional: Priority support (same-day response)

Yes! We have comprehensive documentation including:

• • Getting Started guide
• • Agent reference (all 16 agents explained)
• • SNCP memory guide
• • Best practices & tips
• • Video tutorials