The team optimizes tools by evaluating both the correctness of their API transformations and how easily an LLM can call them.

“So there are like two kind of optimizations we do, right?”

“One is like, is the tool through the API transformation,”

“It is like, is this Salesforce tool getting transformed into the right request payload so that it is hitting the right endpoint in Salesforce,”

“And that is like the major source of error today because a lot of documentations are not great,”

“a lot of like catch cases are not mentioned and you kind of keep seeing that issue.”

“And then the second feedback that we kind of optimize for,”

“which is like, is the Salesforce tool really sort of simplified so that an MLM can call it nicely?”