capital · May 20, 2026
Red Hat Advances AgentOps to Close Gap Between AI Experiments and Production
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Red Hat announced Red Hat AI 3.4 at Red Hat Summit on May 12 2026 in Atlanta. Red Hat AI 3.4 adds comprehensive AgentOps capabilities including integrated tracing, observability, evaluations, agent identity and lifecycle management across any agent framework. The platform incorporates speculative decoding that improves response speeds by 2x to 3x. Red Hat AI 3.4 pairs with NVIDIA NeMo Guardrails for runtime safety and acquired Chatterbox Labs for additional testing tools. Red Hat positions Red Hat AI 3.4 as the metal-to-agent foundation for enterprise-scale agentic AI on hybrid cloud.
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