How do you design and govern an automation framework that scales across hundreds of services and multiple teams while maintaining safety and consistency?

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Designing an automation framework at scale requires balancing the need for consistency and safety with the flexibility teams need to solve their specific problems. Having built automation platforms serving hundreds of services, I have learned that the framework itself must be…