~/talk

An Open Source Approach to Driving Developer Efficiency

slides:none on file

Company open-core instances send heartbeat data to GitLab and the talk shows concrete metrics: onboarding often takes six months to a year (~$50k per hire), context switching and self‑interruptions cause large delays, and a single rock‑star developer doing 100 commits a day can skew team metrics. Time‑blocking (no meetings 10–3) doubles bug closure velocity. Recommendations include surfacing CI/CD signals in a single place like the merge request widget, mining automated data before manual, and using studies (multi‑university, pair‑programming) to redesign teams.

AI-written summary · about

  1. 0:00Start
  2. 2:43Developer Efficiency
  3. 10:34Impacts of Context Switching
  4. 34:28Merge Request Widget
  5. 36:55Measuring Developer Productivity
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