When should an SRE use Python instead of Bash for automation, and what Python libraries are most useful for SRE tasks?

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Python is the preferred language for SRE automation that goes beyond simple command orchestration. While Bash excels at gluing together Unix commands and quick one-off tasks, Python handles complex logic, data processing, API interactions, and larger tools much more effectively.