Kubernetes
5 pieces on Kubernetes.
News & Analysis
SageMaker HyperPod Inference Gateway Cuts TTFT P95 by Up to 98%
AWS's new EKS addon uses real-time KV cache and queue metrics to slash first-token latency by up to 98% over Kubernetes round-robin, with zero app changes.
Unikraft Fits 1,024,132 Firecracker VMs on One 48-Core Server
Unikraft's unikernel microVMs cold-resume in ~10 ms from snapshots, enabling over 1 million scale-to-zero sandboxes on a single server.
SageMaker HyperPod Gets Managed Ray on EKS, Replacing Manual Kubectl Setup
AWS launches managed Ray integration for SageMaker HyperPod on EKS, replacing manual YAML, port-forwarding, and Grafana setup with a console-driven workflow.
eBPF Socket Hooks Let You Control AI Agents Without Touching Their Code
Dan Finneran demos eBPF socket-layer interception to swap models, rewrite prompts, and filter AI responses in Kubernetes — zero source changes, zero restarts.
LinkedIn's Multi-Agent Code Review Hits 63.9% Acceptance Across 1,727 PRs
LinkedIn's production multi-agent code review platform achieved 63.9% overall acceptance across 5,230 comments from 1,727 PRs, with 100% on concurrency bugs.