Review Agent

Reviews every pull request with enriched production context delivered through the Spark MCP server, catching performance regressions and cost spikes before they hit production. Ship faster with confidence.

Works on any Spark platform: Databricks, EMR, Dataproc, Fabric, and open-source Spark.

PR Reviewpipeline.scala

What you get

Reviews every pull request

Automatically inspects each PR for Spark performance regressions and cost spikes before they merge.

Real production context

Enriched Spark logs delivered through the Spark MCP server let the agent compare changes against how your jobs actually run.

Catches what CI misses

A passing test suite says nothing about runtime or cost. The Review Agent flags both, with suggested fixes.

Ship faster with confidence

Stop costly regressions at review time instead of discovering them in production.

Pull RequestSpark MCP ServerRegression Caught

Catch costly Spark regressions before they ship

The Review Agent checks every pull request against enriched production context from the Spark MCP server, flagging performance regressions and cost spikes while they're still easy to fix.