Validated Patterns

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Reference architectures with added value

Validated Patterns are an evolution of how you deploy applications in a hybrid cloud. With a pattern, you can automatically deploy a full application stack through a GitOps-based framework. With this framework, you can create business-centric use cases while maintaining a level of Continuous Integration (CI) over your application.

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Watch how validated patterns enhance your cloud-native applications

Latest Patterns

OPEA Chat QnA accelerated with AMD Instinct
This pattern aids with deployment of OPEA’s Chat QnA RAG application, accelerated with AMD Instinct hardware.
Sandbox Sandbox
Virtualization Starter Kit
This pattern uses OpenShift Virtualization to host VMs.
Sandbox Sandbox
Federated Edge Observability
This pattern uses OpenShift Virtualization to simulate an edge environment for VMs which then report metrics via OpenTelemetry.
Sandbox Sandbox

Latest Blog Post

How to Configure the RAG-LLM GitOps Pattern for Your Use Case

by Drew Minnear

June 10, 2025

Learn how to configure the RAG-LLM GitOps pattern by selecting a vector DB backend, customizing document sources, and choosing embedding and LLM models to match your workload.

patterns how-to rag-llm-gitops

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Validated Patterns

Validated Patterns are an evolution of how you deploy applications in a hybrid cloud. With a pattern, you can automatically deploy a full application stack through a GitOps-based framework. With this framework, you can create business-centric solutions while maintaining a level of Continuous Integration (CI) over your application.