Practical guides and lessons from the field.
Running Kubernetes in production is powerful but expensive. Here are the strategies we use to reduce cloud spend without sacrificing performance.…
Read article →Stop clicking around cloud consoles. Terraform lets you define your entire infrastructure in version-controlled code — making it repeatable, reviewable, and saf…
Read article →A practical guide to building a fast, reliable CI/CD pipeline using GitHub Actions — covering build, test, and deploy stages with real-world examples.…
Read article →Security should not be an afterthought in your CI/CD pipeline. Here is how to build security checks that run automatically on every commit.…
Read article →A walkthrough of the anomaly detection system we built to predict infrastructure failures before they page anyone — using scikit-learn, Prometheus metrics, and …
Read article →Taking an ML model from a Jupyter notebook to production is harder than it looks. This guide covers the essentials of MLOps for teams just getting started.…
Read article →A practical guide to designing CI/CD pipelines that reduce deployment time and increase reliability. We cover GitHub Actions, Docker, and zero-downtime deployme…
Read article →Docker Compose is simple and fast for local development. Kubernetes is powerful for production scale. Here is how to choose — and when to graduate from one to t…
Read article →After working with dozens of engineering teams, these are the five patterns we see most often that slow teams down — and the practical fixes that make an immedi…
Read article →