
2026-08-14
Building RAG Has Gotten 10x Easier
Index documents, embed chunks, and search a knowledge corpus in ~100 lines — then wire it to an AI agent that cites its sources.
A collection of thoughts on development, design, and tech.

Index documents, embed chunks, and search a knowledge corpus in ~100 lines — then wire it to an AI agent that cites its sources.

Build a powerful AI chatbot with reasoning, and multiple model support using Vercel AI Elements and AI SDK 5.

Keep your Docker environment lean and efficient by purging unused cache and reclaiming valuable disk space.

How to Implement Dark Mode in a Next.js 15.1 Application