Features
Prompt management with versioning
Evals platform with LLM-as-Judge and automated eval builder
Synthetic data generation (filter, label, generate)
Fine-tuning support (distill into smaller models)
RAG (index, chunk, retrieve, rerank, semantic chunking)
Agents with sub-agents, skills, tools, and MCP support
Auto-Optimizer that tunes prompts to eval scores
AI Assistant for guided experimentation and optimization
Git-backed dataset and eval versioning
Structured output (JSON) and reasoning support
Human ratings and golden datasets
Collaboration through reviews, issues, and team feedback
190+ supported models (cloud and local)
Open-source Python library for production deployment
Source-available desktop app
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
