Contributing Writer

Naga Krishna Reddy Muppidi

Naga Krishna Reddy Muppidi is an infrastructure and platform engineering practitioner focused on AWS, Kubernetes, DevOps automation, cloud governance, observability, and reliability in regulated environments. His work centers on making delivery systems safer, more measurable, and easier for engineering teams to operate at scale.

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Latest from Naga

Blogs

Building Reliable EMR Pipelines With Custom AMIs and Step Functions

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.

Jul 23, 2026 · 3 min

All articles by Naga Krishna Reddy Muppidi

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JUN5

Blogs

Risk-Based Review for Infrastructure as Code Pull Requests

Not every infrastructure pull request deserves the same review path. A tag change in a development account and a network-policy change in production should not create identical reviewer load. When every change is treated as high risk, reviewers stop trusting the signal. In IaC review, I have seen reviewers spend too much attention on low-risk changes […]

3 min