“Our team used to spend every Friday (20% of the week) cleaning up “AI slop.” Unsurprisingly, that didn’t scale.”

Agents copy whatever patterns already exist, so drift compounds. The replacement for the Friday cleanup was recurring agents that open small refactoring PRs.