Tag: DevOps

Achieving DevOps Harmony: Building and Deploying .NET Applications with AWS Services

Posted on by Nithin Mohan TK 5 min read

The Evolution of .NET Deployment on AWS After two decades of building enterprise applications, I’ve witnessed the transformation of deployment practices from manual FTP uploads to sophisticated CI/CD pipelines. When AWS introduced their native DevOps toolchain, it fundamentally changed how we approach .NET application delivery. The integration between CodeCommit, CodeBuild, CodePipeline, and ECR creates a […]

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Cloud-Native Machine Learning: Building Scalable Models for Production

Posted on by Nithin Mohan TK 5 min read

The journey from experimental machine learning models to production-grade systems represents one of the most challenging transitions in modern software engineering. After spending two decades building distributed systems and watching countless ML projects struggle to move beyond proof-of-concept, I’ve developed a deep appreciation for cloud-native approaches that treat machine learning infrastructure with the same rigor […]

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Scaling Up Your Pods: How Horizontal Pod Autoscaling Wins

Posted on by Nithin Mohan TK 5 min read

After two decades of managing containerized workloads across production environments, I’ve come to appreciate that the difference between a good Kubernetes deployment and a great one often comes down to how intelligently it responds to changing demand. Horizontal Pod Autoscaling (HPA) represents one of those fundamental capabilities that separates reactive operations from proactive infrastructure management. […]

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Deep Dives into EKS Monitoring and Observability with CDKv2

Posted on by Nithin Mohan TK 6 min read

Running production workloads on Amazon EKS demands more than basic health checks. After managing dozens of Kubernetes clusters across various industries, I’ve learned that the difference between a resilient system and a fragile one often comes down to how deeply you can see into your infrastructure. This guide shares the observability patterns and CDK-based automation […]

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