Practical, honest guides on AWS architecture, Terraform automation, cloud cost reduction, and continuous deployment from four years in the trenches.
The AI coding reality check: developers who refuse to adopt modern agentic tooling are falling behind. How I built and shipped LearnStack, a complete multi-tenant platform, in 5 hours without opening VS Code.
Why infrastructure as code matters, how to get started without overengineering, and the common pitfalls beginners fall into. Practical code samples included.
What a production delivery pipeline looks like in 2026: lint, typecheck, unit test, container security scan, build, and zero-downtime deployment. Why manual SSH releases are a liability.
Common AWS waste patterns: idle instances, over-provisioned RDS, forgotten EBS volumes, and NAT gateway costs. How to uncover them with real CLI commands.
Why small teams should start with AWS ECS instead of managed Kubernetes. The hidden operational tax nobody mentions, and when it actually makes sense to switch.
The FitLyfe story: running K3s on a single EC2 instance. Here is what the architecture looks like, exactly where the money goes, and what actually breaks.
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