How I built an ontology-guided retrieval-augmented generation system to produce curriculum-aligned MCQs in Sinhala — a language with almost no NLP tooling.
After using both heavily in production, here is my honest take on when server-state management beats client-state management and vice versa.
What worked, what did not, and what I would do differently when building a logistics platform with a headless CMS backend and SSR frontend.
My actual workflow for staying productive and communicating clearly with clients worldwide — without calendar overload or delayed feedback loops.
A walkthrough of the system design decisions behind building an in-house HR information system — from requirements gathering to Azure deployment.
How I integrated a vector database into a MERN stack application to power similarity-based vendor recommendations — and what surprised me along the way.