One agent run as a waterfall: every step (model calls, tools, retrieval, checks, sub-agents) nested under the step that started it, each a bar on a shared time axis, with retries as separate attempts on the same bar, tokens and cost per step and for the run; while it runs the bars grow live, and choosing a step shows its timing, attempts, input and output beside the trace. (Beamline complete system)