Your Agent Isn't Repeating Itself. That's Why You Can't Catch It Spinning

I've been reading BEACON from Zhejiang University's ZJU-REAL lab (arXiv:2605.06078), and the more I read it the more directly applicable it felt to the long-horizon agent work we're doing. So I'm turn...