How we measure engineering productivity at GitLab

GitLab's blog post delves into the challenges of maintaining engineering productivity as a company rapidly expands, particularly through the lens of the Merge Request (MR) Rate. As GitLab grew from 100 to 280 engineers in 1.5 years, it became crucial to continue its momentum by implementing Key Performance Indicators (KPIs) and Performance Indicators (PIs) to monitor productivity. The MR Rate, a primary focus, helps gauge productivity by encouraging smaller, faster-reviewed MRs, ultimately benefiting the product's quality. Despite its simplicity, MR Rate requires nuanced analysis to account for factors like team growth, individual contributions, and community input, which can complicate its effectiveness. GitLab balances using MR Rate as a team, rather than an individual metric, to foster collaboration and avoid non-collaborative behaviors. The company employs strategies such as improving iteration, setting KPIs, and empowering teams to enhance MR Rate while maintaining a healthy work-life balance. GitLab acknowledges the metric's limitations and continuously seeks to refine it, inviting feedback for further improvement.

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