cache management
cache management at Beyond Market Intelligence is a file of 3 stories. The newest of them: “Cloudflare's new Vary controls put cache efficiency back in your hands”, “Cloudflare's Data Innovation Frees 100 TB, Boosts DNS Performance”, and “When Milliseconds Matter: Teaching LLMs to Forget on Purpose”. Cloudflare has put cache efficiency back where it belongs: in your hands. Cloudflare's Big Pineapple DNS cache just got a serious upgrade. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every cache management story on Beyond Market Intelligence, newest first.
Cloudflare's new Vary controls put cache efficiency back in your hands
Cloudflare has put cache efficiency back where it belongs: in your hands. With native support for the HTTP Vary header across its edge network, the company is giving operators finer control over how content representations are negotiated, without the usual fragmentation headaches. It is a practical step toward reducing server load and keeping things fast. For those exploring how far Cloudflare is pushing its platform, their recent work on Python Workers shows the same pattern of thoughtful, developer-focused progress.
Cloudflare's Data Innovation Frees 100 TB, Boosts DNS Performance
Cloudflare's Big Pineapple DNS cache just got a serious upgrade. By redesigning the in-memory representation of its entries, the team cut the per-entry footprint by 56%. That freed roughly 100 TB of working-set memory across the fleet, which is a massive win for efficiency. The Rust-based changes didn't stop there. Cache insertion throughput climbed 43%, and lookup latency dropped 19%. This means faster, more responsive DNS without needing extra hardware. It's a smart, practical step forward.
When Milliseconds Matter: Teaching LLMs to Forget on Purpose
Most LLM runtimes treat memory as an endless resource, but this one treats it as a deadline. It refuses admission rather than miss a 33ms robot control cycle, evicting KV cache by meaning instead of age, all in hand-written CUDA. That's a sharp rebuke to the bloat most of us accept. It's a focused, practical stand for precision, and it makes you wonder what else we're letting slip.