DevOps & Cloud Articles
CI/CD, infrastructure, and the practice of running production systems reliably on AWS and Google Cloud.
MLOps vs DevOps, Key Differences Every Engineering Leader Should Know
DevOps ships code. MLOps runs code, data, and models. Where they differ, when plain DevOps is enough, and what changes when AI goes into production.
Docker vs Kubernetes in 2026: What You Actually Need
Docker packages your app, Kubernetes operates many containers at scale. What each does, why they work together, and when you actually need Kubernetes.
AWS vs Azure vs GCP in 2026: How to Choose Your Cloud
AWS vs Azure vs GCP in 2026: strengths, pricing, and best fit for each cloud, with a clear decision framework based on your stack, workloads, and team.
When to Choose GCP Over AWS or Azure: A Strategic Evaluation Framework
A practical framework for evaluating GCP vs AWS vs Azure — six decision criteria, GCP's real strengths and weaknesses, and when each cloud is the right choice.
How DevOps Automation Reduces Delivery Time for Complex Software Projects
How DevOps automation accelerates delivery — CI/CD, deployment automation, IaC, DevSecOps, and best practices for cutting release cycles in complex projects.
Leveraging Azure OpenAI Service to Build Smarter Digital Products
How to use Azure OpenAI Service to build smarter digital products — features, integration steps, compared to Azure AI Services and Foundry, and real use cases.
End-to-End Cloud Cost Optimization: A Developer-Centric Approach
Developer-led cloud cost optimization techniques — right-sizing, auto-scaling, scheduled shutdowns, spot/reserved instances, and the right tools for AWS, Azure, GCP.
Scalable Cloud Architecture in 2025: A CTO's Strategic Guide
How CTOs design scalable, secure, cost-optimised cloud systems in 2025 — core principles, multi-cloud vs hybrid vs serverless, governance, and tooling.