CNCF

AI models are outgrowing network infrastructure because the hard part is no longer just training a model once. The hard part is repeatedly moving 140 GB to 1 TB artifacts, placing them on the right GPU nodes, and serving them with predictable latency during bursty inference demand. According to the CNCF Annual Cloud Native Survey (2026), 66% of organizations already use Kubernetes to host generative AI workloads, yet only 7% deploy models daily, which tells us the bottleneck is operational delivery, not lack of interest. ...

F5 upgraded to Gold Membership in the Cloud Native Computing Foundation (CNCF) on March 26, 2026, during KubeCon + CloudNativeCon Europe in Amsterdam. This move signals F5’s deepening investment in Kubernetes-native networking, open source application delivery, and AI inference infrastructure — areas where network engineers increasingly need hands-on expertise. Key Takeaway: F5’s CNCF Gold Membership accelerates the convergence of traditional application delivery controllers with Kubernetes-native networking, making Gateway API, OpenTelemetry, and service mesh skills essential for network engineers in 2026 and beyond. ...