Claude Got Banned From Government Systems --- Here's the Lesson.

Imagine you’re a CTO at a company with a government contract. Your product runs on Claude from Anthropic. Monday morning, you get a call: Claude is banned from all government systems. Now what? Two Very Different Mornings If you built your AI layer as a plug-and-play abstraction, you’re annoyed, but you’re fine. You swap the provider, run your regression tests, push to staging, move to prod. That’s it. A day’s work. Maybe two. ...

April 7, 2026 · 2 min · 341 words · Necati Demir

Sam Altman's Worst Take: "Don't Learn to Code"

Sam Altman recently said something that caught my attention: “Don’t learn to code.” Instead, he says, learn high agency, soft skills, and idea generation. I think he’s half right—and half dangerously wrong. Yes, high agency, soft skills, and idea generation matter. They mattered before the LLM era, and they still matter now. No argument there. But telling people to stop learning to code? That is the most dangerous advice in tech right now. ...

March 6, 2026 · 3 min · 436 words · Necati Demir

Don't Be a Tool Engineer

“So, what kind of engineer are you?” “I’m a Python engineer.” Every time I hear this, I cringe a little. Not because Python isn’t amazing—it absolutely is. But because somewhere along the way, we’ve started defining ourselves by our tools instead of our craft. I’m sure you’ve heard it too: “I am an AWS engineer,” “I am a React developer,” as if the tool has become their entire professional identity. ...

August 18, 2025 · 4 min · 778 words · Necati Demir