welcome to the build log

This blog is where I will publish short notes about the things I build and the decisions behind them. Expect practical writing: project notes, technical trade-offs, AI tooling, real-time systems, IoT, educational software, and the occasional lesson from turning an idea into something usable. Some posts will be case-study oriented. Others will be build logs: what worked, what failed, what changed, and what I would do differently next time. The goal is simple: less noise, more signal. If a project has an interesting constraint, architecture decision, or product lesson, it belongs here.