Guides, deep-dives, and articles on AI infrastructure, MLOps, and shipping to production.
Gemini 4 Argon is built to work for hours on one measurable problem. Here is what shipped, the real costs, and how to pilot it safely on your own backlog.
Why fragmented monitoring creates blind spots, duplicate spend, and slow incidents — and how to make centralised observability a non-negotiable company standard.
How WSL Vault keeps app, team, and environment tenants cryptographically isolated — so a stolen root-style token cannot empty the estate — and why dual-tenant control beats secrets sprawl.
Workstation AI Shop sells GPU machines with a fully autonomous AI Sales Agent that configures the basket. See how Ring Promoter moves each build through int → test → acc → prod — with Orbit screenshots release engineers and stakeholders share.
Argo CD syncs, CI builds, Ring Promoter promotes. A fact-checked look at the comparison, its honest limits, which tool fits, and how to record the choice as an ADR.
NVIDIA OpenShell governs autonomous agents with sandboxes, policy, and credential isolation. Workstation explains how to run it on Mac Studio (Apple GPU host inference) and on Linux with NVIDIA --gpu.

Why IT projects get stuck between 'nearly done' and 'live', and a simple way out: the house analogy, MoSCoW, a stakeholder vote, clear options and a deadline. Plus how to use AI with non-technical stakeholders.
Most teams pay for CI as if every night were still Monday morning. GitLab Runners on Kubernetes flip that: ephemeral job pods, scale up under load, scale down when quiet.
How we put WSLProxy Edge, our open-source API gateway, in front of Payments Secure (payments-secure.fictionally.org): real-IP checks, scanner detection, login throttling and audit logs, rolled out safely in audit mode.