Sai Joshitha Kathari is a Senior Site Reliability Engineer and independent researcher based in Austin, Texas, USA. Her interests include cloud computing, CI/CD, distributed systems, Kubernetes, observability, AI for operations, and software systems reliability. Her work focuses on improving production reliability through automation, deployment validation, incident analysis, monitoring, and resilient infrastructure practices. She also contributes to research at the intersection of cloud infrastructure, DevOps, reliability engineering, and intelligent computing systems.
How We Cut Kubernetes Deployment Validation From 45 Minutes to 2 minutes
There is a moment every release engineer knows well. The CI/CD pipeline turns green. The deployment job reports success. Everyone exhales for a second and thinks, “Okay, the release is done.” But ...
A Green Kubernetes Deployment Does Not Mean a Healthy Application
The deployment finishes, kubectl rollout status reports success, and every pod shows Running and Ready. For most teams, that is the moment the release is considered done. Then a customer transaction fails ...
