Frequently Asked Questions
Everything you need to know about CesaFlow.
General
What is CesaFlow?+
CesaFlow is an AI Operating System that deploys an entire agent organization (CEO, CTO, Dev, QA, DevOps, Growth) to plan, build, test, review, and deploy software — autonomously.
How is CesaFlow different from Cursor or Copilot?+
Cursor and Copilot are IDE assistants — they help you type code faster. CesaFlow is an autonomous AI OS: it takes a goal and delivers a working product with an agent hierarchy, Money Mode, Digital Clone, and 32 tools.
Pricing
Is CesaFlow free?+
Yes. Free tier includes 20 runs/month. No credit card required. You only need a free API key from Groq, Gemini, or Cerebras.
Do I pay for AI tokens?+
No. CesaFlow is BYOM (Bring Your Own Model). Your API key, provider prices. We charge only for orchestration — zero token markup.
What counts as a run?+
A run is one execution of your objective. Multi-step Goal Mode uses one run per step in the chain.
Features
What is Goal Mode?+
Set a high-level goal ("Build a SaaS for project management"). CesaFlow decomposes it into 3-7 tasks, chains them, and executes autonomously — no "continue" needed.
What is Money Mode?+
8 revenue-generating templates: SaaS MVP, E-Commerce, Marketplace, API Service, Lead Gen, Newsletter, Booking, AI Wrapper. Each includes auth, Stripe payments, and deploy configs.
What is Digital Clone?+
CesaFlow learns your tech stack, frameworks, coding patterns, and preferences. Over time, agents automatically adapt to your style.
What is Agent Hierarchy?+
7 agent roles organized in hierarchy: CEO (strategy), CTO (architecture), Backend, Frontend, QA, DevOps, Growth. Three modes: standard, enterprise, with_devops.
Technical
What AI models are supported?+
All major providers: OpenAI, Anthropic, Google Gemini, Groq, Cerebras, Mistral, DeepSeek, Together AI, OpenRouter, Ollama (local), and any OpenAI-compatible API.
Can CesaFlow deploy my project?+
Yes. Agents generate deploy configs for Vercel, Railway, Fly.io, Docker, and Render. The deploy_to_platform tool can execute actual deployments.
What is BYOM?+
Bring Your Own Model. You provide your AI API key. CesaFlow calls the provider on your behalf — keys encrypted with AES-256, never stored in plaintext.
Security
Is my code secure?+
Generated code is not retained after run completion. API keys are AES-256 encrypted. Execution policies control cost limits, tool access, and command restrictions.
Do you have SOC 2?+
SOC 2 Type II is planned for Q3 2026. We already have AES-256 encryption, RBAC, audit logging, and a published security page.
Still have questions? Contact us