Revenue up, record margins, strong guide – yet China mix, Japan acceptance, and memory skew raise durability questions.

Unified AI on Rancher Prime, Model Context Protocol integration, vLLM for high throughput, Agentic AI for simplified Kubernetes management.

Google Cloud unveils Agent Sandbox, 130K node scaling, and Inference Gateway advancements, fundamentally recalibrating the compute frontier for agentic and generative AI workloads.

CNCF launches AI Conformance Program at KubeCon, aiming to define standards for AI on Kubernetes, reduce platform fragmentation, and ensure workload portability for enterprises.

VAST’s AI Operating System and DataSpace global namespace with Google Cloud creates a unified data foundation for hybrid AI, removing the need for replication or migration

Databricks unveils MLflow-powered Tunable Judges, Agent-as-a-Judge, and a visual Judge Builder to align AI agent evaluation with specific domain expertise.

Upcoming general availability of Ironwood TPUs and expanded Axion VMs highlights Google’s ongoing commitment to custom silicon and vertical stack optimization

Cisco has unveiled Cisco IQ, a unified, AI-powered experience designed to connect the entire customer journey, accelerating time-to-value, boosting resiliency, and ready to deliver breakthrough simplicity for IT teams facing pressure.

The latest IDMC release introduces CLAIRE® Agents for autonomous data management, including governance innovation, enhanced reasoning, and an Agentforce extension.