srujanpakanati.comLLM-D: Serving AI Inference at scaleIntroduction: AI inference is the "doing" part of artificial intelligence. It's the moment a trained model stops learning and starts working, turning its knowledge into real-world results. We all use cutting-edge frontier models in our day-to-day u...Jan 5·3 min read
srujanpakanati.comGitOps based Platform Engineering feat. Crossplane and ArgoCDIntroduction If you think about it for a minute, once in a lifetime there will be a major invention that profoundly impacts the way we do things. Till late 1990s we all used to shop at physical stores and then internet happened which brought in e-com...Sep 11, 2025·6 min read
srujanpakanati.comGateway API: The better way to IngressIntroduction While all our existing workloads work well with Ingress and we don’t want to touch what is working just fine. Everyone have to migrate from Ingress to Gateway API at some point. I always felt that ingress is too rigid and complex with a ...Sep 3, 2025·4 min read
srujanpakanati.comGuide to Using AL2023 AMI with Amazon EKSAL2023 family of EKS optimized AMIs will become de-facto AMIs starting from EKS version 1.33. This new AMI brings in new changes to the way node is added to the EKS cluster and default usage of IDMSv2 also brings in additional security features with ...Aug 30, 2025·2 min read
srujanpakanati.comHit me with a BRIC(S)If I think of a clay brick, it takes me to my childhood where you can see multiple cottage industries running klins in rural india making bricks at a tiny scale. The process is very simple, dig up the clay, clean it and mix it with water to make a un...Aug 9, 2025·4 min read