Harnesses vary in context offloading. Prime Agent offloads context partially while retaining the Codex trajectory-as-a-prompt loop, and its distinctive feature is using IPython as its sole tool.

“trouble and so this it's like this very primitive abstraction and i would say like where most harnesses differ”

“is a context offloading is not done that like that i mean if you look at prime agent by the way prime agent does context offloading but not all the way so like it still maintains the standard codex loop of like trajectory as a prompt where you compact but it has the additional kind of like the context is offloaded and it only has the unique point of of prime agent is that the only tool is is ipython”