Traditional productivity metrics like lines of code, commit counts, and individual story points create toxic engineering cultures by incentivizing gaming over genuine output. The SPACE framework, developed by GitHub and Microsoft Research, offers a multidimensional alternative covering Satisfaction, Performance, Activity,

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