Works On My Machine

A tech blog to share what I know, learn, and experiment with

22 Mar 2026

How I Turned My Obsidian Vault Into a Queryable Second Brain

The problem with notes that hold knowledge but fail at retrieval, and the local-first RAG system I built to fix it.

17 Feb 2026

Why I Treat Challenges as Feedback Loops, Not Failures

How shifting from failure-labeling to feedback extraction transformed my approach to engineering challenges, creating sustainable growth through structured retrospectives and concrete improvements.