Whitepaper
Whitepaper
GitOps Best Practices for Shipping AI Systems
Learn how AI teams can use GitOps to reduce configuration drift, improve release visibility, and manage changes more consistently across eval, staging, and production. Get practical guidance on Git workflows, promotion patterns, and rendered manifests from the creators of Argo CD.
Built by the creators of Argo CD and Kargo, Akuity provides enterprise-ready delivery, continuous promotion and AI-powered intelligence to
modernize application delivery.
Manage AI delivery at scale
Changes span application code, model and prompt configuration, deployment settings, and infrastructure
More environments, clusters, and regions make releases harder to coordinate
Low visibility into what changed, where it changed, and what reached production
Production needs stronger controls without slowing delivery
Used by AI teams in production
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