Intro to observability as code: managing dashboards with GitOps
Dashboards are the musical score of your observability system — they arrange metrics, logs and traces into something your team can “hear” and act on. But like any score, if...
Automating Carbon-Aware DevOps: Practical Patterns to Reduce Cloud Carbon Footprint
Cloud computing brought huge operational flexibility — but it also shifted a lot of energy use (and carbon) into providers’ data centers. Sustainable DevOps focuses on shrinking that footprint without...
Hybrid Executors, Datasets, and KEDA: a practical path from DevOps to MLOps with Airflow on Kubernetes
Moving ML from notebooks to production feels a bit like taking a garage band on tour. You need the right stage (Kubernetes), a reliable manager (Airflow), and a crew that...
Edge Containers, Closer Than You Think: Three Practical Paths to Deploy Apps Near Users
If serving users is like playing a live show, edge computing is bringing the speakers to the front row. You can keep your “amp” (the control plane) in a familiar...
Push, Sign, and Ship: GitOps for ML Models with OCI Images, Argo CD, and KServe
GitOps for ML has often stalled on one messy detail: how to version, transport, and roll out big model artifacts safely and repeatably. Two recent moves make this much easier:...
From DevOps to MLOps: Airflow’s Hybrid Executor and KServe on Kubernetes
Modern MLOps looks a lot like DevOps—pipelines, containers, CI/CD—but with new wrinkles: GPUs, data freshness, and model serving. If you already run Airflow on Kubernetes for data engineering, there’s a...
Serverless 101: The fastest path to your first AWS Lambda—using Function URLs
If you’re just getting into serverless, the most frictionless “hello world” you can ship today is an AWS Lambda exposed directly to the web with a Function URL. It’s a...
Goodbye index.yaml, Hello OCI: a hands‑on Helm guide to pushing and signing your charts
If you’ve been packaging Kubernetes apps with Helm for a while, you’ve probably used classic “chart repositories” backed by an index.yaml. That workflow still works—but the center of gravity has...