EBook

Before you build: A look at AI agentic systems with Red Hat AI

Moving agentic AI from experimentation into production requires more than a capable language model. Enterprises need a standardized foundation that connects reasoning, tools, memory, security, observability, and lifecycle management.

This eBook examines the technical architecture needed to build, deploy, and manage enterprise agentic AI systems with Red Hat AI. It explains how Red Hat OpenShift AI, the Model Context Protocol, and Llama Stack support modular development, standardized tool integration, secure operations, and scalable deployment.

• How agentic systems combine reasoning, planning, memory, orchestration, and external tools
• Why the Model Context Protocol standardizes and simplifies agent-to-tool interactions
• How OpenShift AI supports security, observability, compliance, and lifecycle management
• What Llama Stack provides for developing and scaling agents across environments

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