Viewing profile — razoorka

Five US AI labs held every advantage and spent it on distraction, fear pricing and internal purges, while China closed most of the gap under chip sanctions.

Spotify told investors that 99% of engineers use AI weekly. Their own engineering blog tells a different story about what that means.

This isn’t about innovation — it’s about metrics. Sora 2 is the perfect example: a dopamine machine disguised as progress. It doesn’t solve real problems; it just creates endless e…

Exactly! software is the only engineering discipline where failure has no liability and degradation has no visibility. Bridges collapse once. Software collapses silently, one abstr…

Completely agree, software’s “materials” haven’t improved, only the scaffolding around them. We’ve industrialized the process without industrializing the discipline. The result is …

That’s spot on - and it’s amplified by how the market rewards velocity signaling over craftsmanship. Teams are optimized for output volume, not outcome quality. Hiring pipelines fa…

Exactly! abstraction is the new bureaucracy. Each layer promises efficiency but adds hidden coordination cost. Ten years ago, a web app meant a framework and a database. Now it’s R…

Exactly. “Tests pass” has replaced “software works.” We measure coverage instead of correctness, and AI-generated tests just made it worse, they validate syntax, not behavior. The …

Good question. The difference is in scale and tolerance. Crashes used to be localized, one app, one machine. Now a missing field in a config file can take down 8.5 million Windows …

That’s fair, but the difference isn’t about whether we have linters or not. It’s about outcomes. In the ’90s, inefficiency meant slower code. Today it means 32GB RAM leaks in calcu…

Yeah, the irony is that this is the only thing still propping up the U.S. economy. Real growth drivers are gone — manufacturing is flat, tech productivity has stalled, and GDP is n…

I did a several-month experiment using Claude as the only engineer on a real SaaS side project (Node.js/React, prod-quality, full feature ownership). My observations: The quality o…

Pretty much. Strip away the AI narrative and there’s not much else driving growth right now - manufacturing’s flat, consumer spending’s slowing, and traditional tech margins are sh…

This whole thing looks like a bubble in slow motion. A “non-profit” that somehow buys stakes, signs multi-billion supply deals, and moves markets based on promises of future models…

Because growth always adds entropy. Every new product, integration, or business line introduces new edge cases, dependencies, and coordination paths. What starts as a clean archite…

It is. What you're describing is what used to be called financial velocity without value creation. We're watching a cycle where companies raise, reinvest, and report "growth" that'…

The gap between "AI is a 90% solution" and "100% required for production" is enormous. In my bubble, AI-generated code is maybe 70% useful, often less. The remaining 30% isn't mino…