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Prepare compaction helpers for background requests - #53606
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## What changed - Extract an HTTP Responses executor that can run without owning a turn's WebSocket state, with optional authentication-owner checks. - Add cancellation-aware compaction output collection that records background token usage against the rollout budget. - Support installing a compacted history prefix while preserving later history items and placing initial context around real user or agent messages. - Allow callers to supply a context window for history trimming and a captured window for compaction request metadata. GitOrigin-RevId: 29f3ca0ae8841f295058feb207e3a225af9a1487
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Prepare compaction helpers for background requests
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