Apache Spark troubleshooting and upgrade agents now available as Kiro powers

Deploy the Apache Spark troubleshooting and upgrade agents as Kiro powers to automate Spark job failure root cause analysis and version upgrades, reducing manual effort and accelerating deployment cycles by up to 75%.

Integrate the Apache Spark troubleshooting and upgrade agents as Kiro powers into your data platform to streamline Spark operations, reduce toil, and enable faster adoption of new Spark versions with minimal disruption.

Evaluate the new AI-assisted Apache Spark troubleshooting and upgrade agents to reduce troubleshooting time by up to 90% and compress Spark version upgrades from months to weeks, enhancing data engineering efficiency and accelerating project delivery timelines.