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Benjamin Treynor Sloss, a Google engineering manager, determined there had to be a better way to manage and prevent dizzying fire drills when the site was down and pioneered site reliability engineering.
Like software, data systems are becoming increasingly complex, with multiple upstream and downstream dependencies. A modern data reliability stack consists of testing, CI/CD, data observability, and data discovery tools.