Blog
Tutorials, dev logs, and opinions on building software.
Programming
Python Typing in Practice: Beyond the Basics
Protocols, generics, and TypedDicts — the typing features that actually pay off.
Apr 27, 2026
Career
Seven Years In: What I'd Tell Year-One Me
Career reflections on growth, mentorship, and what actually mattered.
Apr 10, 2026
Linux
Stop Using Cron: A systemd Timers Primer
Why systemd timers are a better default than cron for anything you actually care about.
Mar 22, 2026
AI
Running Local LLMs on a Mid-Range Laptop
What actually works for local inference in 2026 without a dedicated GPU rig.
Mar 8, 2026