How it works
Prospective records preserve inputs, timestamps, expectations and later outcomes through append-only events. Historical replays remain labelled even when methodologically careful.
How to read it carefully
Look for lifecycle state, freeze time, data exposure and outcome version. Do not let later results rewrite the original prospective record.
