Visibility into the Black Box (opens in new tab)

I ship production code through an AI pipeline. Not to a toy project — to a ten-year-old Rails monolith that serves real users, reviewed by teammates who genuinely care about craft. They love OOP. They spot code smells three abstractions deep. They'll tell you when you're building something today that makes tomorrow harder.