Every Feature in CesaFlow

Planner, Backend, Frontend, QA agents work simultaneously — 2× faster than sequential systems.

7 roles (CEO, CTO, Backend, Frontend, QA, DevOps, Growth) with 3 organizational structures: standard, enterprise, with_devops.

Agents pass messages, specs, and feedback to each other via structured message bus.

When tests fail, agents read error output, identify root cause, and retry automatically — up to 3 attempts.

Agents pause and ask you when they need clarification. Answer in real-time, keep full control.

Set a high-level goal. AI decomposes it into 3-7 tasks, chains them, and executes autonomously until done.

Chain runs together with configurable triggers (on_success, on_failure, always, spec_pass). Nested continuations.

Cron-based automation. Daily reports, weekly builds, maintenance tasks — fully hands-off.

Error patterns tracked, fixes recorded, lessons injected into future agent prompts. Same mistake never twice.

Performance tracker analyzes run history and recommends optimal model, strategy, and provider.

External webhooks trigger follow-up runs. Connect to CI/CD, monitoring, or multi-system workflows for indefinite automation.

Capture events from Cursor IDE, Claude CLI, Git hooks, and webhooks. Convert events to tasks automatically.

Priority-based task queue with status tracking. Create, queue, and manage tasks programmatically.

8 revenue templates: SaaS MVP, E-Commerce, Marketplace, API Service, Lead Gen, Newsletter, Booking, AI Wrapper.

Agents create Stripe products, prices, and checkout sessions. Payments built into generated apps.

Get 3 execution scenarios (premium, balanced, free) with cost, time, and quality estimates before running.

Built-in Stripe Checkout, subscription management, webhook handling, and customer billing portal.

Learns your tech stack, frameworks, coding patterns. Injects preferences into agent prompts — works like you would.

Named projects persist workspaces and history across sessions. Agents remember previous builds.

Multi-turn conversation refines vague ideas into precise objectives before execution.

Track run metrics, model usage, success rates, cost trends. Identify best-performing configurations.

Submit PR URL or diff. Get structured review: risk assessment, security scan, performance analysis, rollback plan.

10 real-world coding tasks evaluated automatically. Track agent capability over time.

fullstack, api_only, data_pipeline, saas_starter, microservice — agents adapt to your use case.

Track benchmark scores over time. Detect performance degradation across runs and models.

Auto-resolve module dependencies and detect conflicts when combining auth, payments, email, etc.

Auto-generated configs for Vercel, Railway, Fly.io, Docker, and Render. One command to production.

PostgreSQL, SQLite, or MongoDB configs with Docker Compose, connection code, and init scripts.

.env, .env.example, .gitignore generation with Stripe, email, Redis, and auth configuration.

Run vercel deploy, railway up, fly deploy, or docker compose directly from agent runs. CLI-based deployment.

Cost limits, runtime caps, tool allowlists, command blocklists. Enforced at execution time.

Require human confirmation before agents create pull requests. Full control over what ships.

API keys encrypted at rest. Decrypted only in memory during requests. Never stored in plaintext.

Bring Your Own Model. Your key, provider prices. CesaFlow never marks up tokens.

Deny mode blocks curl, wget, ssh, ping. File deletion protection always active.

Connect GitHub, Linear, Slack, Notion, PostgreSQL via Model Context Protocol.

File, shell, browser, git, SSH, email, Stripe, deploy, database, env, search, and more.

Auto PR review, /cesaflow fix command, CI debugging, issue-to-run conversion.

24 templates: Django, Rails, React Native, DevOps, Data Science, SEO, Landing Pages, Email Marketing, and 8 Money Mode templates.

OpenAI, Anthropic, Google, Groq, Cerebras, Mistral, DeepSeek, xAI, Fireworks, SambaNova, NVIDIA, Cloudflare, Ollama, and any OpenAI-compatible API.

Browser-based IDE integration (OpenVSCode Server). Ctrl+Shift+O for full run, Ctrl+K for edit, Ctrl+L for chat.

23 pages: execute, review, money mode, deploy, performance, policies, clone, and more.

165+ endpoints. Start runs, manage projects, configure policies, track performance — all programmatic.

Terminal-first workflows. aios run, aios benchmark, aios logs.

Real-time agent output, token streaming, progress events. Watch agents think live.

Automatic email on run completion. Configurable via SMTP settings in the admin panel.