Software engineering, AI systems and technical paper reviews.
Mobishare's chatbot picks which technician gets a repair ticket by feeding a local LLM a small JSON summary and asking for a GUID back. It's a legitimate pattern — undone for months by an Italian/English string mismatch.
How I wired Ollama into a real ASP.NET Core app with native tool-calling and a hand-rolled cosine-similarity RAG — no vector DB, no cloud API — and the concurrency bug that nearly broke it.
I write about the backend×AI wedge — wins and failures included. Follow along, or say hi.