Engineering
The Fundamentals Scratchpad: A Cure for Framework Fuzziness
When your RAG platform grows past 10,000 lines, the basics of FastAPI and LangChain start to feel hazy. Here's the tiny repo that fixes it.
Blog
Thinking out loud.
Notes on engineering, investigative journalism, math education, and building tools that matter.
Engineering
What I Learned Deploying a Multi-Service RAG App as a Solo Dev
Eight days, four sprints, one shipped MVP — and everything that went wrong along the way. Lessons on Railway networking, Celery workers, HuggingFace caching, CORS, SSE streaming, and provider abstraction.