Engineering teams achieve excellence by running unreleased edge versions of frameworks and libraries in production, becoming co-creators rather than just consumers. Companies like Shopify, GitHub, and 37signals have been running Rails 8.1 beta in production for nearly a year, catching bugs through automated testing and diligent

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