Failure is inevitable when attempting to change complex systems in production. There are too many moving parts, too many unknowns, and too much that needs to be fixed. Getting every single decision right is impossible. Modern engineering teams use stats like service level objectives, error budgets, and mean time to recovery to move the emphasis away from avoiding failure and toward recovering quickly.
