They want to reduce the complexity of cloud operations (CloudOps) to accelerate innovation in order to keep pace with growing customer expectations.

Cloud complexity may be inevitable, ... A good rule of thumb is to look at cloud operations or cloudops. ... "Fearless concurrency" in future versions of free-threaded Python. Jun 26, 2025 5 mins ...

And, all of NumPy’s operations take place outside the Python runtime, so they aren’t constrained by Python’s limitations. Using NumPy for array and matrix math in Python.