Best-Practice

All Tests Green. App Still Broken. Until AI Experiences It Like A User

All Tests Green. App Still Broken. Until AI Experiences It Like A User

Every test in your suite is green. Every user still sees the issue! 45% of all reported defects are visual - broken layouts, wrapped text, hidden buttons - and your test suite catches exactly zero of …

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Less Is More - How My Tech Stack Got Leaner and Meaner

Less Is More - How My Tech Stack Got Leaner and Meaner

I had a Kubernetes cluster running inside my NAS. ArgoCD managing deployments. Cloudflare Zero Trust handling ingress. On paper, it was an enterprise-grade homelab. In practice, it was an …

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Scaled Agile Framework

Scaled Agile Framework

I’m not SAFe-certified. However, as an Agile enthusiast who has scaled engineering teams and delivered complex products, I’ve studied SAFe extensively and found it to be the most …

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Tech Debt: From a Technical Jargon to Real-World Impacts

Tech Debt: From a Technical Jargon to Real-World Impacts

I recently gave a presentation at my company about tech debt - sharing knowledge, techniques, and experiences on how to manage it properly and efficiently. The response convinced me to write this up …

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