Dev notes, architecture breakdowns, and the occasional detour.
A guide to building your own search engine using Google's embeddinggemma-2, with reverse image search and text search capabilities, and a simple UI to display results.
A guide to building your own GitHub MCP server using Express and TypeScript, with tools to get profile data and list repositories, configurable to add more endpoints.
Bypassing MapAGUIServer for per-request agent resolution, rendering tool calls as generative UI, adding a RAG context provider, and switching agents from the frontend.
Wiring a React chat UI to a .NET agent over the AG-UI protocol utilizing the Microsoft Agent Framework.