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LinkedIn replaced Argo CD with a custom GitOps engine for its 250 Kubernetes clusters managing 4,000 services. Deployment failures fell from 925 to 63 despite a 3.7x volume increase. Detection time dropped from 16.1 to 2.45 minutes between July 2025 and April 2026. The internal system handles 100,000 weekly deployments. Argo CD remains for cluster add-ons.
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