Multi-agent systems fail silently. telemetryZero traces every tool call, replays any run, diffs the prompt, and lets you fix a failing agent and watch it recover — live.
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See the full swarm as a tree — every agent, LLM call, and tool hop.
A waterfall of latency, tokens, and cost for each step of the run.
Scrub a playhead through the run and watch decisions unfold live.
Red/green diff any two prompt versions to see what actually changed.
LLM-as-judge grades every run for correctness and quality.
Group failures — timeouts, bad tool args, hallucinations — into buckets.