What to measure in engineering staff meetings
Engineering staff meeting metrics are a small, consistent set of delivery KPIs — merge throughput, lead time, review responsiveness, team comparison, and period-over-period attention — so every team reports on the same definitions. Engineering managers use them to coach flow, not to stack-rank individuals. DeliveryCompass is engineering intelligence for GitHub PR delivery, built for this weekly ritual.
What metrics should I bring to an engineering staff meeting?
- Merge throughput — are teams shipping merged work?
- Lead time — how long from PR open to merge?
- Review responsiveness — how fast do reviews start?
- Team comparison — same KPIs for every mapped team on the Overview
- Attention vs prior period — who moved up or down since last review
Why do spreadsheets break down for staff meetings?
Ad-hoc exports from GitHub, Jira, or CI dashboards diverge quickly: different date ranges, different PR filters, and one-off SQL that only one person maintains. By the time metrics are ready, the meeting is over. See delivery metrics without spreadsheets.
When are spreadsheets enough?
- One manager tracking one team monthly
- Definitions are documented and rarely change
- No cross-team comparison required
For weekly leadership reviews across multiple teams, opinionated GitHub dashboards save prep time. See choosing delivery metrics.
How do I run the meeting with data?
Start with org rollup on the Overview, scan Weekly summary attention callouts, then deep-dive one lagging team on Team analytics. Use chart milestones to line up releases and launches with throughput dips on trend charts. Use Snapshots when you need two weeks of context.
FAQ
How do I compare teams fairly without stack-ranking individuals?
Lead with team-level KPIs and attention signals. Use contributor tables for follow-up 1:1s, not public rankings in the staff meeting.
How do I prepare for a weekly engineering review using GitHub data?
Open the Weekly summary Sunday digest or page before the meeting. Copy chart images from Overview for slides if needed.
What if a team has low confidence labels?
Low merged-PR counts make metrics volatile. Treat small samples as directional — see confidence labels.
Do I need DORA metrics for staff meetings?
PR-native signals cover most GitHub-centric reviews. Full deployment DORA needs CI/CD — see DORA from GitHub.
Pilot scope
Free Early Access pilot — read-only GitHub, no credit card. Solo workspace during pilot. See pilot scope and roadmap.