Cloudflare Unweight is actually a Storage Problem

Cloudflare's new lossless LLM compression tool isn't really an AI story. It's a storage architecture story applied to GPU memory.

Cloudflare's new lossless LLM compression tool isn't really an AI story. It's a storage architecture story applied to GPU memory.

AI agents don't come to your data estate on a schedule. They come when they have a question. Most object storage platforms were never designed for that access pattern. Here's what that gap means for your infrastructure, and why NetApp StorageGRID was quietly built for exactly this moment.

There's a new interface layer being standardized across the web right now. It's written in plain text. It's been quietly adopted by Anthropic, Stripe, Cloudflare, and hundreds of others. And your enterprise almost certainly doesn't have one.

Everyone's either mocking the phrase or evangelizing it. Both camps are missing the point. "Vibe coding" is a dumb name for something that's actually reshaping who gets to build software, and what your 20 years of infrastructure experience is suddenly worth in that world. I have opinions. Lots of them.