engineering metrics team health
Engineering Team Health Metrics Beyond DORA (2026)
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.
Engineering Insights
Tips, best practices, and insights on engineering management, team metrics, and shipping better software.
leadership engineering metrics
How to Write an Engineering Team Report Your VP Will Actually Read (2026)
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.
comparison tools
MergeScout vs LinearB: Which Engineering Metrics Tool Is Right for You? (2026)
An honest comparison of MergeScout and LinearB — features, pricing, setup, and which one fits your team size and needs.
engineering metrics rework rate
What Is Developer Rework Rate and Why It Matters (2026)
Rework rate measures the percentage of PRs that need follow-up fixes after merging. It's your best proxy for bugs escaping code review.
AI adoption copilot
How to Track AI Adoption on Your Engineering Team (2026)
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.
DORA metrics engineering metrics
DORA Metrics for Engineering Managers: A Practical Guide (2026)
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.
engineering metrics leadership
Engineering Metrics That Actually Matter in 2026 (And the Ones You Should Stop Tracking)
Most engineering dashboards track the wrong things. Here are the metrics that drive behavior change — and the vanity metrics you should drop.
code review engineering metrics
How to Measure Code Review Quality in 2026 (Not Just Speed)
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.
tools comparison
Best Developer Analytics Tools for Engineering Managers in 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.
engineering metrics code review
How to Reduce PR Review Rounds in 2026 (And Why They're the Metric You're Ignoring)
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%.
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