From Coding Tool to Operating System
When we launched CesaFlow, it was a multi-agent coding platform: describe a feature, and four agents (Planner, Backend, Frontend, QA) would build it simultaneously. That core still works — but today, CesaFlow is something much bigger.
CesaFlow is now an AI Operating System.
Not just an assistant that helps you type code. Not a single-agent experiment. An entire AI organization that plans, builds, tests, reviews, deploys, and learns — autonomously.
What's New (100+ Features)
Money Mode
Pick a revenue model. CesaFlow builds the entire product. 8 templates: SaaS MVP, E-Commerce, Marketplace, API-as-a-Service, Lead Generation, Newsletter, Booking System, AI Wrapper. Each includes auth, Stripe payments, dashboard, and deployment configs.
Agent Hierarchy
Not one agent — an organization. 7 roles: CEO (strategic planning), CTO (architecture), Backend Dev, Frontend Dev, QA Engineer, DevOps Engineer, Growth Agent. Three organizational structures: standard, enterprise (full hierarchy), and with_devops.
Digital Clone
CesaFlow learns your tech stack, frameworks, coding patterns, and preferences over time. Your Digital Clone context is automatically injected into agent prompts — so they write code the way you would.
Multi-Run Chaining
Chain runs together. When one completes, the next starts automatically. Build → Test → Deploy in a single command. Configurable triggers: on_success, on_failure, always, spec_pass. Nested continuations supported.
Learning Engine
Every error is tracked. Every fix is recorded. Lessons are automatically injected into future agent prompts. The same mistake never happens twice. Your agents get smarter with every run.
AI Code Review
Submit a PR URL or paste a diff. Get structured review with risk assessment (LOW/MEDIUM/HIGH), security scan, performance analysis, specific suggestions, and a rollback plan.
Enterprise Guardrails
Full execution control: cost limits, runtime caps, tool allowlists, command blocklists, and human approval gates before PR creation. Policies are enforced at execution time — not just configured.
Performance Insights
Track run metrics, model usage, success rates, and cost trends. CesaFlow identifies your best-performing model, detects performance degradation, and suggests optimizations.
Deploy Integration
Agents generate deployment configs for Vercel, Railway, Fly.io, Docker, and Render alongside your code. One-command deployment from workspace to production.
Real-World Tools
SSH for remote server management. Email via SMTP. Stripe for payment integration. Plus MCP for GitHub, Linear, Slack, Notion, and PostgreSQL access.
The Numbers
- 140+ API endpoints
- 24+ agent tools (file, shell, browser, git, SSH, email, Stripe, deploy, MCP)
- 10+ AI providers supported
- 20 templates (12 marketplace + 8 Money Mode)
- 21 documentation sections
- 4 languages (English, Turkish, Spanish, Chinese)
What's Next
We're building toward Full Autonomy: long-running agents that work for days without "continue." Goal-based execution where you set objectives, not prompts. Complete delegation where your Digital Clone handles decisions while you sleep.
The era of AI assistants is ending. The era of AI operating systems begins.