Every test was green. Yet, we still lost an afternoon figuring out why production was down. That afternoon changed how I think about software quality.”
Test coverage vs test quality: what a green build never tells you Read Post »
Five situations where GitHub Copilot hurts more than it helps, and a simple verification-first rule for deciding when to decline AI suggestions.
When Not to Use GitHub Copilot: An Experienced Developer’s Checklist Read Post »
How to redesign task allocation so AI, junior developers, and senior engineers each do the work they’re actually best at
The Best Engineering Teams Use AI and Junior Developers Differently Read Post »
Over the last few months, I started using GitHub Copilot for work. It took me quite some time (and a lot of tokens) to learn to use it properly. But once I knew what I was doing, it at least 10x’ed my work. Until this day, I am surprised how well and fast AI models
The Hidden Cost of Replacing Junior Developers With AI Read Post »
Should you give a software development task to AI or a junior developer? Learn a practical framework based on speed, learning, and ownership.
Should I Use AI or Give the Task to a Junior Developer? Read Post »