A real ledger from a real run, not a mockup. The red row is the scar where the process died: a decision opened and never committed. Resume replayed the fold, pinned the committed past, and re-entered exactly that decision. Click any row.
The whole thesis in one interaction: your verdict becomes a training pair, and the pair moves a policy. Overrule the headline decision and watch it propagate. Nothing is written; this plays out on an in-memory copy.
Verdicts turn the log into labels. Edits become preference pairs. Rubber-stamp approvals get filtered, and the receipts say so.
Held-out decisions, replayed. Same mechanism both times; the only difference is whether the policy saw the organization's own ledger. Counts, not vibes.
The launch post the agent produced (before verdicts were applied). Killed halfway through, resumed, byte-identical.