Stories, insights, and opinions from the team behind Mergify

Tomasz Biernacki
Aug 4, 2025
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7 min read
The Trenches of CI/CD: What We Learned Deploying 100+ Times a Day
CI/CD promises speed, automation, and confidence. But if you’ve ever stared at a red pipeline for hours, battled flaky tests, or deployed a “fully tested” build that still broke production—you know there’s a lot more to it.
75% of customers increase their number of monthly pull requests merged
82% of customers experience a reduction in incidents or breakages
86% of customers find their workflows are frictionless and more efficient
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