Building Reliable EMR Pipelines With Custom AMIs and Step Functions July 23, 2026 by Naga Krishna Reddy Muppidi The goal is not custom AMIs for every workload. It is to make dependency management, patching and recovery explicit platform responsibilities rather than repeated job-level tasks.