Start here if you are new to CAUM. Inspect real reports and vaults, then run your own trace or start Live Meter. CAUM observes structure only: no semantic truth scoring, no hallucination claim, no agent blocking.
These numbers are conservative. They are not a hallucination score, not a failure prediction, and not a public waste rate.
Replay corpus used for conservative structural evidence and regression checks.
Event shapes, counters, hashes, status, phases, and cycle evidence.
5.3% of traces reached the conservative public hard-alert boundary.
1.5% of traces showed critical structural evidence.
21.1% had exact-cycle coverage at or above 0.50.
Observed cost field total, not a claimed savings number.
These sample reports are the clearest way to understand the product: a PDF for human review and a vault for audit evidence.
Use PDF Receipt for after-the-run evidence. Use Live Meter when you want structural monitoring while the agent runs.