[Benchmark] Add agentic rollout simulator and offline explorer (#40034)
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Status: implemented
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# Rollout Simulator and Explorer
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**TL;DR:** A portable client makes growing-conversation cache experiments repeatable.
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- [feature-00-session-hicache-latency.md](feature-00-session-hicache-latency.md): workload, measurements, and validation contract.
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- [evidence/feature-00-session-hicache-latency.md](evidence/feature-00-session-hicache-latency.md): exact validation commands and measured results.
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## Boundaries
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This spec covers the standalone benchmark, not the serving engine.
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