What a One-Week Cloud Cost Review Actually Finds
The typical findings of a short, structured cloud cost review — idle spend, mis-sized capacity, wrong service tiers — what each is worth, and why the durable savings come from process, not deletion.
Blog
Articles, technical notes and applied learning.
I write for CTOs, cloud directors, and engineering managers about infrastructure decisions: optimizing AI infrastructure, hardening the kernel under your clusters, and cutting GPU orchestration spend take focus and senior hands-on experience. If your engineering team is stretched integrating these pieces, I provide immediate external senior capacity — let's talk.
When to Bring In a Cloud Infrastructure Contractor — and When Not To
A build-vs-borrow framework for engineering leaders: which infrastructure work justifies external senior capacity, what it should cost relative to hiring, and the three signs you are about to buy the wrong thing.
Managed Kubernetes for Mid-Size Companies: Decision Criteria
EKS, GKE, or AKS — or none of them. How to decide whether managed Kubernetes fits your organization, what it really costs to operate, and the simpler alternatives that are often the right answer.
Hiring a Remote Infrastructure Contractor Across EU Borders: What Actually Matters
For engineering leaders in DACH, the Netherlands, the UK, and the Nordics: the contractual, security, and practical mechanics of engaging a remote B2B contractor from another European country — demystified.
Observability That Earns Its Cost
Observability bills are rising faster than the reliability they buy. How engineering leaders should decide what to instrument, what to alert on, and when the monitoring stack itself needs an audit.