I build software and lead teams. Currently focused on the pragmatic path from traditional full-stack to AI-integrated systems.

A blog-first space for pragmatic notes, project write-ups, and occasional deep dives.

Mar 23, 2026
AI Is Useful to You TodayA practical introduction to how everyday people can use AI right now for research, learning, content creation, and brainstorming.

Mar 16, 2026
How to Get an AI Code Review That Actually Catches ThingsA practical workflow for using AI to review pull requests with better coverage, clearer standards, and human oversight.

Mar 9, 2026
Cursor vs Claude Code Is the Wrong DebateWhy structured workflows, artifacts, and checkpoints matter more than whether you use Cursor, Claude Code, or another AI coding harness.