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.