thoughts · builds · systems
Run your own VPS at home — reverse proxy, SSL, Docker, and everything you need to host real projects.
Security tutorials show you how to implement auth. This one shows you what can go wrong after you ship.
Most RAG tutorials stop at the happy path. Here's what breaks in production and how to fix it.
Embeddings, similarity search, and why Postgres alone won't cut it for production AI systems.