Agentic Spark Copilot
A production-aware IDE extension for Cursor, VS Code, and IntelliJ, powered by the DataFlint Spark MCP server. Chat with a Spark expert that knows your enriched production runs. Root-cause failures, generate the fix, and ship code-level optimizations without ever leaving your editor.
Works on any Spark platform: Databricks, EMR, Dataproc, Fabric, and open-source Spark.
What you get
Production-aware suggestions
Highlights and fixes in Cursor, VS Code, and IntelliJ, grounded in your enriched Spark logs instead of generic guesses.
Chat with a Spark expert
The DataFlint Spark MCP server gives your agent full context of your real production runs to root-cause failures and slow stages.
One-click code fixes
Generate code-level optimizations with expected impact (e.g. '-32% runtime, -$41/run') without leaving your editor.
Close the loop
Deep links back to production runs, plans, and stage timelines so every fix is validated against real data.
Ready for AI-powered Spark fixes in your IDE?
Give your agent the production context it's missing. Enriched Spark logs served through the Spark MCP server turn vague suggestions into fixes that actually cut runtime and cost.