Features
AI code generation with GPT-5 and Claude Sonnet 4.6
Autonomous data agents for automated analysis
Real-time collaboration with commenting and version history
Scheduled notebook runs (hourly, daily, weekly, monthly)
Notebook API deployment for serving models
Interactive dashboards and data apps
No-code chart visualization
Run snapshots (immutable run history)
Polars DataFrame support (first-class in tables/charts)
Background execution and terminal
Spark and Snowpark integration
Variable explorer and autocomplete
Dreamer self-evolution framework for coding agents
Automatic capability evolution based on team interactions
Automated schema discovery (original, discontinued)
Intelligent data mapping suggestions (original, discontinued)
Data quality validation (original, discontinued)
Automated dbt code generation (original, discontinued)
Legacy ERP integration (original, discontinued)
Custom database integration (original, discontinued)
Messy schema handling (original, discontinued)
