📰 Medium · DevOps

Five overlooked metrics that reveal whether your QA automation actually reduces risk or just creates the illusion of quality. Continue reading on Medium »

How a machine finds meaning: from words, through geometry, to time Continue reading on Medium »

In the previous article, I looked at how I would design Avana’s live pairing system on AWS. Once two compatible users have been paired… Continue reading on Medi

Look across the modern corporate landscape, and you will see an open secret that few are willing to name: our enterprise software… Continue reading on Medium »

If you’ve ever tried to onboard a legacy application to a modern CI/CD platform, you know the real challenge isn’t writing the pipeline —… Continue reading on M

Startups operate in fast-changing markets where speed, flexibility, and innovation are essential for success. They need to launch products… Continue reading on

Recently, I had the opportunity to work with a globally recognised organisation that is widely regarded as the number one company in its… Continue reading on Me

Blog Phase 1 of the Zombie Typing Game → Azure DevOps series Continue reading on Medium »

For a while, DevOps Open Agent has been great at one thing: you hit a problem, you run an investigation, and AI helps you find the root… Continue reading on Med

Every journey starts with a question. Continue reading on Medium »

Minimum viable controls for hybrid servers Continue reading on System Weakness »

Over the last two years, Prompt Engineering became one of the most discussed topics in Artificial Intelligence. Thousands of tutorials… Continue reading on Medi

What broke, what didn’t, and what it actually cost — because it wasn’t $0. Continue reading on Medium »

Part 1 covered Infrastructure, Application, and Observability. Part 2 is about the two categories teams most consistently underinvest in —… Continue reading on

I once spent a Sunday afternoon restoring a client’s 12-node Proxmox cluster because someone thought `balance-rr` on a single switch was a… Continue reading on

One of the most common production issues is running out of disk space. Continue reading on Medium »

I grew up professionally in the early (early) 2000s building, securing, maintaining, and quite often troubleshooting networks. To date… Continue reading on Medi

From Beginner to Production: Build AI-Powered DevOps Workflows with Kubernetes, AWS, GitHub, Terraform, Slack, PagerDuty, and Enterprise… Continue reading on Me

Episode 4 — The harness from last episode runs. It also produces confident, thorough investigations that are either wrong — because they… Continue reading on Me

In the world of modern software engineering, containerization has shifted from being a “nice-to-have” skill to an absolute infrastructure… Continue reading on M

How to make your local Voicebox instance accessible from anywhere using a single SSH command for remote AI agent workflows. Continue reading on Medium »

How to Safely Expose a Dockerized API Using Nginx Without Opening Ports Continue reading on Medium »

For a long time, storing AWS access keys as GitHub secrets was the standard way of authenticating CI/CD pipelines with AWS. Continue reading on Medium »

Simplify your serverless architectures by mounting S3 directly as a local file system. Continue reading on Medium »