Four things about a context window decide what an agent does next: its size, whether the information in it is correct, whether information is missing, and the trajectory it is already on.

there's four things in your context window that matter. There's like the size of it, how many tokens? There's like the quality of the information is like is there any incorrect information? Like if the model had some thinking trace where it decided the wrong thing was true. Is there missing information? Does this like have context missing that it should have? And then there's the trajectory.