Cython optimization#5

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zytegalaxy wants to merge 8 commits intosassanh:mainfrom

zytegalaxy:cythopn

Commits on Dec 17, 2025

feat: Implement Cython optimization for `Store.dispatch` and core processing to improve throughput, including benchmarks and a Python fallback.
zytegalaxy
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feat: Introduce Cython-optimized Store with a Python interface and new benchmarks.
zytegalaxy
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perf: Optimize store core with `CompleteReducerResult` and add profiling and benchmarking artifacts.
zytegalaxy
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