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Architecture analysis, practical guidance, and lessons from enterprise IT practice. Topics span Cloud, Kubernetes, Observability, GitOps, and AI Integration.

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AI & MLOps

MLOps and Scalable Infrastructure: The Importance of Just-in-Time Compute for Your Business

April 7, 2026 · Dalibor Labudovic · 8 min read

Most enterprises are either over-provisioning compute and burning budget, or under-provisioning and stalling model delivery. Just-in-time compute is the architectural pattern that resolves both. Here’s what it means in practice and why it matters for your AI roadmap.

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