[kolinko]

Why would it be random? Perhaps we’re talking about two different things?

I’m talking about asking an agent at the end of the session how well the session went - what tools it found useful, what it found confusing and whatnot. Agents do gladly complain about doing pointless work or fighting with the harness :)

[catlifeonmars]

Let me put it this way. How does the model know what it finds confusing?

I’m sure it works great fwiw, also the use of a hot cache is clever.