Every minute of CI/CD wait time costs developer productivity. Here's how to cut it.
Average CI/CD pipeline: 15-30 minutes. At 10 deploys/day with a 20-person team: 50-100 developer-hours/week lost to waiting. At $125/hr fully loaded: $6,250-12,500/week.
Optimization priorities: parallel test execution (-40%), caching dependencies (-20%), incremental builds (-30%), right-size runners (-10%), eliminate flaky tests (-15% in reruns).
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8 minPublished Work
This article expands on ideas from my published work in CIO.com, Built In, Mind the Product, and HackerNoon. View published articles →
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