A marketing agent touching budget needs a ledger
Every hypothesis, source, asset, metric, decision, reviewer and rollback state needs a record if software can change live spend.
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Marketing agents need a ledger before they touch the budget
A marketing agent becomes useful when it records each hypothesis, asset, metric, decision, reviewer and rollback state instead of merely producing more variants.