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Cloudflare Clef How A Decision Model Differs From An LLM
Cloudflare's Clef is billed as a "decision model", and it is easy to read that as just another LLM with a new label. It is not. An LLM answers a classification question by writing out its answer; Clef scores the answers you allow and hands back a pick and a confidence. This is what that difference actually is, what it buys you, how the two fit together in an agent, and when Clef is the wrong tool.
Give Claude Code A Visual Language
Turning a client-rendered app into a server-rendered one is not a pull request. It is six of them, in an order that matters, over three weeks — and by the second week nobody can answer "where are we?" without twenty minutes of scroll-back. Here is the shape that fixed it — one outline artifact, one step per pull request, and a link that points both ways.
The Evolution of Web Development
Isomorphic JavaScript, SSR, Hydration, and Resumability
How to Use CASL in Next.js for Role Based Access Control
How to use CASL in Next.js for role based access control