product · May 20, 2026
Red Hat Unveils AI 3.4 With Model-as-a-Service and AgentOps Capabilities
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Red Hat announced Red Hat AI 3.4 at Red Hat Summit 2026 in Atlanta. Red Hat AI 3.4 introduces Model-as-a-Service with governed model access via OpenAI-compatible APIs and high-performance distributed inference using vLLM and llm-d. AgentOps tools manage agents from development to production with integrated tracing, observability, cryptographic identity via SPIFFE/SPIRE, and lifecycle management. The release expands NVIDIA collaboration for safety with NeMo Guardrails and Garak scanning plus CoreWeave partnership for inference blueprints. Red Hat AI 3.4 becomes available later this month following the Red Hat Summit announcement.
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