Comment by hashmap

for putting together something like a tool-call decision model, the conditioning will take less time than getting the data for it, which also will not take much time if you keep your session data. whatever fails is your negative contrast, whatever passes is your positive data. the space of tool calls your agents will use in your particular environment is not actually that big, which makes this one of the easiest wins you can pull off.