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perf: optimize hot paths with caching and O(1) operations #3950

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perf: optimize hot paths with caching and O(1) operations

perf: optimize hot paths with caching and O(1) operations #3950

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checks  /  test (3.11, highest, windows-latest)

checks / test (3.11, highest, windows-latest)
failed Dec 26, 2025 in 2m 30s