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## What changed - Represent Guardian sampling input as an ordered list of text entries. - Send each transcript entry and approval-request delimiter as a separate input content item while preserving the existing transcript byte limit. ## Testing - Update transcript and sampler tests to verify entry boundaries, multi-item request serialization, and bounded transcript behavior. GitOrigin-RevId: 433e2e6ca18ce9288025715f5956295bfe852e98