Gaurav Aggarwal

I’m dumb about software but why would a company need to make 5000 changes per week to its software Yes bug fixes Yes security patches Yes some ab tests But maybe in the shift to velocity and continuous deployment you work harder than doing larger updates less often? And you’re making the vulnerabilities?

There's a toxic culture coming out of the AI industry that keeps trying to get us not to think. The message is everywhere. Don’t read the code, just vibe-code. Don’t try to understand all the text, just let AI summarize it. Don’t bother educating yourself, it’s too late. Don’t worry about the errors. Trust that everything will be fixed in the next version. The theme is the same. Don’t think too hard. Just keep swallowing the slop.

BREAKING: Alibaba tested 18 AI coding agents on 100 real codebases, spanning 233 days each. they failed spectacularly. turns out passing tests once is easy. maintaining code for 8 months without breaking everything is where AI completely collapses. SWE-CI is the first benchmark that measures long-term code maintenance instead of one-shot bug fixes. each task tracks 71 consecutive commits of real evolution. 75% of models break previously working code during maintenance. only Claude Opus 4.5 and 4.6 stay above 50% zero-regression rate. every other model accumulates technical debt that compounds with every single iteration. here's the brutal part: - HumanEval and SWE-bench measure "does it work right now" - SWE-CI measures "does it still work after 8 months of changes" agents optimized for snapshot testing write brittle code that passes tests today but becomes completely unmaintainable tomorrow. they built EvoScore to weight later iterations heavier than early ones. agents that sacrifice code quality for quick wins get punished when the consequences compound. the AI coding narrative just got more honest. most models can write code. almost none can maintain it.

This really hurts ! Imagine being a young entrepreneur, student, anyone but not a leader or bureaucrat, attending the AI summit. It’s such a matter of pride and privilege at that point in life. And people like him would ruin it all for you, and take down country’s image because he refuses to grow up and understand what opposition means. Ego, frustration and greed driving all decisions. Very sad and disheartening.

We know everyone will remember Sanju Samson for this World Cup victory. Jasprit Bumrah will get the loudest cheers, and Suryakumar Yadav will be remembered as the World Cup–winning captain. But you, Shivam Dube , your name might be forgotten because there was no half-century from your side. Yet we know you were the one who ensured India’s victory in the most important matches. Those quick-fire innings saved India from defeat. All those small knocks were actually the wall between victory and defeat. You stood tall and unshaken to secure the win. Well played, champion 🇮🇳🏆