15 November 2025

From debug to deploy

A short note on how I approach bugs: reproduce, isolate, fix, verify — then make sure it can’t silently return.

Debugging is where engineering becomes real. My loop is simple: - Reproduce the failure - Isolate the layer (UI, API, data, infra) - Fix the root cause, not the symptom - Add a check so it stays fixed Problem solving is a craft. Shipping is the proof.