Unlock the CORE 4 Metrics: Boost Engineering Speed Today

The CORE 4 metrics provide a modern and balanced framework for measuring engineering productivity, addressing the limitations of traditional metrics like lines of code or ticket counts. Developed by experts from communities such as DORA, SPACE, and DevEx, the CORE 4 comprises four key areas: Speed, Effectiveness, Quality, and Impact, which collectively offer a holistic view of an engineering team's health. Speed measures the volume of code changes, Effectiveness uses the Developer Experience Index to assess development process friction, Quality evaluates the Change Failure Rate for stable delivery, and Impact gauges the proportion of work on new features versus maintenance. These metrics work in tandem with DORA metrics, which focus on delivery process health, to provide engineering leaders with a comprehensive understanding of team performance, enabling them to address bottlenecks and align engineering efforts with business goals. Adopting the CORE 4 framework alongside DORA can begin with establishing a DORA baseline and then layering CORE 4 for deeper insights, while leveraging analytics platforms like Weave can automate data collection and provide actionable intelligence.

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