Sairam Raavi

Writing / Engineering

Engineering systems that ship.

Hands-on guides for building, deploying, and operating reliable software—from application code and CI/CD to cloud infrastructure and production operations.

AWS Architecture · Published

Architecting Enterprise Agentic AI Systems on AWS: Patterns, Tools, and Production Best Practices

A practical blueprint for building bounded, observable and secure multi-step AI systems on Amazon Bedrock, from memory and retrieval to tool execution and operational controls.

AWSAmazon BedrockAgentic AIArchitectureMCPCloud Operations
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AWS · Published

AWS Lambda: a practical guide to event-driven workloads

A practical framework for choosing triggers, designing handlers, narrowing permissions and operating Lambda functions reliably.

AWS LambdaServerlessDevOps
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Career · Published

From Full-Stack Development to DevOps: My Learning Roadmap

How I am extending a full-stack engineering foundation into cloud delivery, automation and platform reliability through hands-on work.

DevOpsCareerCloudLearning
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CI/CD · Published

Building a Production-Ready Jenkins CI/CD Pipeline for Flask on AWS

A concrete Jenkins, Docker, ECR and Nginx deployment path for a Flask service on AWS EC2, including rollback and operational checks.

JenkinsAWSFlaskDockerECRNginx
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Kubernetes · Published

Deploying a Containerized MERN Application to Amazon EKS

A practical path for moving a containerized MERN service from source control to Amazon ECR, EKS, ingress and observable production operations.

KubernetesAWSEKSDockerMERN
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AWS · Published

AWS Fundamentals: A Practical Foundation for Cloud Beginners

A structured guide to AWS global infrastructure, core services, security, and the decisions that help a first cloud project start safely.

AWSCloudInfrastructureLearning
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CI/CD · Published

GitHub & GitHub Actions for DevOps: From Fundamentals to Production-Ready CI/CD

A hands-on Git, GitHub and GitHub Actions guide that moves from daily engineering workflows to secure AWS, ECR, EKS and Terraform delivery.

GitGitHub ActionsCI/CDDevOpsAWSKubernetes
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