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refactor: ♻️ adopt the array API standard for backend dispatch and array typing #208

Job	Run time
test (ubuntu-latest, 3.14, not slow and not perf, highest)	47s
test (ubuntu-latest, 3.11, not slow and not perf, highest)	58s
test (ubuntu-latest, 3.11, not slow and not perf, lowest-direct)	45s
test (t4-4-core-custom, 3.14, not slow and not perf, highest)	58s
Run Benchmark Comparison	50s
test (t4-4-core-custom, 3.11, not slow and not perf, highest)	1m 0s
Test src_method	2s
Publish Tests Results	15s
	5m 35s