Started embracing AI-based tooling for my work, specifically GitHub Copilot. I was skeptical at first, mostly from seeing all the Twitter discourse around where it falls apart. But those failures seem to come from over-ambitious expectations. These tools work best when you let them exist in the background, relying on them as a nudge when you're stuck. The auto-complete alone is a real productivity boost.