Continuous-Improvement

8 min read

100% Coverage, and the Service Still Failed

The 80% code coverage bar has been the industry’s comfort blanket for over a decade. Teams set it as a CI gate, PRs get blocked if they dip below it, and everyone sleeps a little better knowing …

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5 min read

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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5 min read

To Vibe or Not To Vibe

You know the feeling. Late night, fresh idea buzzing, your AI coding companion humming along. You describe a function, sketch a UI, and poof - lines of code bloom onto the screen. Features materialize …

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5 min read

The GPS Framework for Productivity

I used to be the person with 47 browser tabs open, three half-finished courses, a Jira backlog that kept growing, and a vague sense that I was busy but not productive. Sound familiar? Balancing …

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5 min read

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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