After 7 years of maintaining 14 Jenkins masters across 3 regions, we migrated 112 microservices to GitLab CI 16.5 in Q3 2024. The result? A 40% reduction in critical security vulnerabilities, 22% faster pipeline execution, and $147k annual savings in idle compute costs. This isn’t a vendor pitch—it’s a benchmark-backed postmortem of a migration that fixed our broken CI/CD security posture.

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