Human factors has reinvented itself every decade since Bell Labs, the oldest lessons are the ones pointing the way forward.

Learn and understand web accessibility standards with interactive demos showing violations vs. solutions.

Or, perhaps the problem isn’t that AI has broken code review, maybe it’s that we’ve been using code review to solve the wrong problems

Ask a team what they shipped this year and you’ll get a list. Ask what they killed and the room goes quiet.

Understanding agent orchestration economics, model capability thresholds, token burn rates, and structural failure modes.