رؤى، تحليلات تقنية متعمقة، وتحديثات مباشرة من فرقنا الهندسية وتطوير المنتجات.
On the engineers nobody discovers, the accountability gap nobody is naming, and the purpose question hiding beneath all of it. What does the "new life" AI promises actually look like — and for whom?
Most discourse about generative UI conflates two very different futures. One is already here. The other has serious unsolved engineering problems that the hype largely ignores. An honest look at the latency trap, the state problem, design system tension, and what actually changes for frontend developers.
Every architectural shift in software history was driven by one thing: a change in cost structure. Understanding that pattern is more useful than predicting which specific technologies win. An honest look at what is actually changing, what isn't, and how to think about architectural decisions in a moment when AI is real but often overstated.
A hands-on look at how relational databases and vector search coexist in a real system — with working SQL, Python code, concrete failure scenarios, and honest advice on when to reach for each. One running example. No death narratives. Just architecture.