Kyle Mistele

RAG isn't about vector databases and embeddings, or any specific architecture. It's about retrieving relevant context well.

Deep dive into creating a zero-dependency TypeScript library for generating beautiful, deterministic identicons with PNG and SVG support, built with modern tooling.

Exploring the syntactic and semantic differences between XML and JSON and why the former provides a more robust structure for complex LLM prompts

I've spent months in the trenches building with MCP. This is my report from the front lines: a deep dive into MCP's powerful vision, frustrating reality, and critical security flaws.

Everybody's talking about MCP, but what's all the hype for? In this post I dig into what about MCP has everyone so excited.