Upgrading to Next.js 16.3: build cache and memory wins
Next.js 16.3 shipped on 3 August 2026 with build disk caching on by default, up to 90% lower dev-server memory through eviction, TypeScript 7 type checking, and native Node.js streams that handle up to 22% more SSR requests under load. Here is what an Azure-hosted enterprise app gains from the upgrade, how to verify the wins in your own CI pipeline, and a decision guide for the opt-in Instant Navigations suite.
Kimi K3 open weights: the EU self-hosting reality check
Moonshot AI published Kimi K3's open weights on 26 July 2026: a 2.8-trillion-parameter mixture-of-experts model with a 1M-token context window, shipped in MXFP4 under a custom licence that gates large-scale commercial inference. We work through the licence terms, the GPU memory and cost math for serving it in an EU Azure region, and a decision framework for choosing between self-hosting, a managed API and a smaller single-node open model.