Posts tagged "next.js"

An LLM generating 50 tokens/second isn't slow — but if your UI makes the user stare at a spinner for the first 2 seconds, it feels slow. Most LLM latency is a UX problem, not an infrastructure problem.

AI SDK types are a mess if you let them be. Here are the TypeScript patterns I've settled on for handling streaming responses, tool calls, and structured LLM output without losing type safety.

Learn how to integrate large language models into your Next.js application using the Vercel AI SDK, with streaming responses and a clean API design.

A beginner-friendly introduction to Next.js 15 and the App Router. Learn how to structure your application, create layouts, and build your first pages.