Could also be a quiz or a mini lecture. It knows all about the context you are in and the problem you are trying to solve, so might as well learn something.

Like many others starting out, I built agents with personalities, multiple roles at each level etc. A great way to burn tokens but not effective at all in producing better outcomes.

However, one great side effect was the learning I got from seeing the Marc Andreessen agent hash it out with the Ben Horowitz agent etc. That felt like the future of online courses.