This is clearly ai generated. Please no.

Sorry about that. I'm new here and English isn't my first language, so I leaned on tools to help me phrase things and it ended up looking like a bot. Lesson learned-I'll stick to my own words from now on. The point is real though. I've actually been building a multi-agent system and that separation between coder and reviewer is a game changer for catching bugs that look fine on the surface. Anyway, won't happen again.