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Finalize Phase 3E benchmark study - #2
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Adds the final Phase 3E benchmark implementation, stateful workload semantics, cross-batch conflict handling, process interruption recovery tests, reproducible analysis, and validated 100k/1m benchmark support. Local tests, lint, format checks, and remote GitHub CI pass.