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"Weak engineers with AI still produce weak output. Just faster." That was the whole point. AI change...


I was sitting at my desk at 10:47 PM on a Tuesday, Cursor open in front of me, when I finally...


Your leadership thinks you'll code in 3 seconds. Read and understand it all. Push to production...


I got a DM from a principal engineer last week. He's spending more than $2,000 a month on AI tokens....


Technical skills get you in the door, but soft skills help you climb the ladder. Communication and.....


I was in a subreddit with a group of senior engineers this weekend, listening to them share stories....


A few months ago I sat in a PI planning session where a team of twelve argued for forty minutes abou...


The strongest engineers walking through the door are not the ones with the cleanest GitHub. They're ...


As CypressConf 2026 gets closer, the focus is simple. How do you move fast and still trust your tes...


Why evidence that cannot explain is worse than no evidence at all. Where We Stand By thi...


If boring code is good, why is it so rare? Clever code is not the result of clever engineers. It's.....


Most AI adoption strategies in engineering organizations are failing for one of three reasons:...


Stop evaluating people. Start observing structure. A new engineering org theory built on Git Archaeo...


Org charts show reporting lines but hide abstraction levels. Three layers — Implementation / Structu...


Why quality teams fail, what modern QA actually looks like, and how to build a culture developers...


Evaluation assigns values. Observation reads structure. Get the entry point wrong and every destinat...


Ability lives inside, so it can't be seen. Contribution to structure remains outside, so it can be s...


Let me tell you what I was doing while Andrej Karpathy was coining the term "vibe coding." I was...


Measure code not at the moment it's written, but by what happened after. What remains is structure.


There was a point in my career where I had a dozen open pull requests. Not half-finished...


Wherever the product's UX is broken, the organization is hollow in the same place. Product and organ...


Slot weekly 1-on-1s into the calendar, ask 'how are things going?', and the same person keeps gettin...


Originally published on nvarma.com These are my personal thoughts, experiences, and opinions, and....


I used to think tech skills would grow my career. Turns out, showing up and speaking up changed...