Features
Autonomous agents with sandboxed workspace
Traditional agents with @tool decorator and structured tasks
Prebuilt autonomous agents (e.g., Applied Scientist)
MCP (Model Context Protocol) support
Conversation, focus, summary memory with pluggable backends
End-to-end RAG: document loaders, splitters, embeddings, vector stores
Multi-agent coordination (Sequential, Coordinate, Route)
Skills: package reusable agent capabilities from local/URL/GitHub
OCR interface: EasyOCR, Tesseract, PaddleOCR, DeepSeek
Safety engine (guardrails) for agent actions
Tracing and logging with Langfuse and PromptLayer
30+ LLM provider support (OpenAI, Anthropic, Ollama, etc.)
FastAPI and Django deployment guides
KnowledgeBase state machine (v0.75.0)
Applied Scientist agent with auto-input detection (v0.76.0)
Visual screen editor with infinite canvas
AI agents: Claude, GPT, Gemini, Qwen 3.7 Max, Claude Opus 4.8, Gemini 3.5 Flash
BYO API keys for OpenAI, Anthropic, OpenRouter on any plan
Live preview on device via QR code
Built-in code editor for pixel-level control
One-click publishing to web, iOS, Android
Full version control with rollback
Shared task board for organizing work
Team collaboration with roles and permissions
REST API integration with one-click setup (Webflow, Shopify, Xano, Supabase)
Supabase backend (database, auth, storage) in open beta
Theme and typography editing with Google Fonts picker
MCP integrations: Cloudflare, HighLevel
Exportable source code with full GitHub history
Expert services: scoping, design, backend, troubleshooting
