Engineering management insights, metrics, and best practiceshttps://mergescout.com/https://mergescout.com/blog/engineering-team-health-beyond-dora/https://mergescout.com/blog/engineering-team-health-beyond-dora/DORA metrics measure delivery speed. But delivery speed isn't team health. Here are the metrics that tell you how your engineering team is actually doing.Wed, 01 Apr 2026 00:00:00 GMTengineering metricsteam healthDORA metricsMatthewhttps://mergescout.com/blog/how-to-write-engineering-team-report/https://mergescout.com/blog/how-to-write-engineering-team-report/Most engineering status reports are too long, too technical, and ignored. Here's the 5-section structure that VPs actually read — or let AI write it for you.Mon, 23 Mar 2026 00:00:00 GMTleadershipengineering metricsreportingMatthewhttps://mergescout.com/blog/mergescout-vs-linearb/https://mergescout.com/blog/mergescout-vs-linearb/An honest comparison of MergeScout and LinearB — features, pricing, setup, and which one fits your team size and needs.Sat, 14 Mar 2026 00:00:00 GMTcomparisontoolsengineering metricsMatthewhttps://mergescout.com/blog/what-is-developer-rework-rate/https://mergescout.com/blog/what-is-developer-rework-rate/Rework rate measures the percentage of PRs that need follow-up fixes after merging. It's your best proxy for bugs escaping code review.Thu, 05 Mar 2026 00:00:00 GMTengineering metricsrework ratequalityMatthewhttps://mergescout.com/blog/how-to-track-ai-adoption-engineering-team/https://mergescout.com/blog/how-to-track-ai-adoption-engineering-team/90% of engineering teams use AI tools. Only 20% measure the impact. Here's how to track AI adoption — and what the data actually tells you.Tue, 24 Feb 2026 00:00:00 GMTAI adoptioncopilotengineering metricsMatthewhttps://mergescout.com/blog/dora-metrics-for-engineering-managers/https://mergescout.com/blog/dora-metrics-for-engineering-managers/DORA metrics are the gold standard for measuring software delivery. But they don't tell the whole story. Here's what engineering managers actually need to know.Sun, 15 Feb 2026 00:00:00 GMTDORA metricsengineering metricsleadershipMatthewhttps://mergescout.com/blog/engineering-metrics-that-actually-matter/https://mergescout.com/blog/engineering-metrics-that-actually-matter/Most engineering dashboards track the wrong things. Here are the metrics that drive behavior change — and the vanity metrics you should drop.Fri, 06 Feb 2026 00:00:00 GMTengineering metricsleadershipproductivityMatthewhttps://mergescout.com/blog/how-to-measure-code-review-quality/https://mergescout.com/blog/how-to-measure-code-review-quality/Every engineering metrics tool measures review speed. Almost none measure review quality. Here's what quality actually means in code reviews and how to track it.Wed, 28 Jan 2026 00:00:00 GMTcode reviewengineering metricsqualityMatthewhttps://mergescout.com/blog/best-developer-analytics-tools-2026/https://mergescout.com/blog/best-developer-analytics-tools-2026/An honest comparison of LinearB, Jellyfish, Swarmia, MergeScout, and Apache DevLake — what each does well, where they fall short, and which one fits your team.Mon, 19 Jan 2026 00:00:00 GMTtoolscomparisonengineering metricsMatthewhttps://mergescout.com/blog/how-to-reduce-pr-review-rounds/https://mergescout.com/blog/how-to-reduce-pr-review-rounds/PR review rounds — the number of back-and-forth cycles before a PR merges — is the most underrated engineering metric. Here's why it matters and how to cut rounds by 40%.Sat, 10 Jan 2026 00:00:00 GMTengineering metricscode reviewproductivityMatthewhttps://mergescout.com/blog/welcome-to-mergescout/https://mergescout.com/blog/welcome-to-mergescout/Introducing our blog — where we share engineering management insights, product updates, and tips for using data to lead better engineering teams.Thu, 01 Jan 2026 00:00:00 GMTannouncementproductMatthew