When cloud giants neglect resilience

The price of cost optimization If you trace the decisions of major public cloud players, a clear theme emerges. Competitive pressure from rivals translates to constant cost control, rushing services to market, shaving operational budgets,...

XMLUI builds React-based UIs with simple markup

A newly introduced open-source project, XMLUI, promises to allow developers to build React-based user interfaces with clean and modern themes without requiring React or...

Perplexity’s open-source tool to run trillion-parameter models without costly upgrades

The obvious answer would be Nvidia’s new GB200 systems, essentially one giant 72-GPU server. But those cost millions, face extreme supply shortages, and aren’t...

Data mesh vs. data fabric vs. data virtualization: There’s a difference

What is data mesh?  “Data mesh is a decentralized model for data, where domain experts like product engineers or LLM specialists control and manage their...

Vibe coding and the future of software development

But some challenge whether vibe coding can produce sophisticated, scalable, and secure enterprise-ready applications. “Vibe coding is ideal for prototyping, exploratory work, and early-stage design,”...

Maximizing speed: How continuous batching unlocks unprecedented LLM throughput

Why old-school batching just doesn’t cut it To handle multiple users at once, LLM systems bundle requests together. It’s a classic move. The problem? The...
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