kubernetesgpuJul 21, 2026
How to Share GPUs in Kubernetes at Scale with HAMi (Software vGPU Slicing)
Share GPUs in Kubernetes with HAMi software vGPU slicing: arbitrary memory and core limits per pod, the Helm values that control the split, a verified PyTorch manifest, a real OOM blast-radius test, and Prometheus monitoring.
kubernetesgpuJul 20, 2026
Slicing GPUs in Kubernetes with NVIDIA Multi-Instance GPU (MIG)
GPU sharing in Kubernetes explained: time-slicing vs MPS vs MIG, every nvidia-smi command to enable and disable MIG on one GPU or eight, GPU Operator automation, pitfalls, and DCGM monitoring.
kubernetesai-agentsJun 30, 2026
LLM Costs and Observability with agentgateway on Kubernetes (Part 2)
Part 2: scrape agentgateway with Prometheus, build a Grafana dashboard of token cost and per-tool usage, see blocked tool calls, and alert on spend.
kubernetesai-agentsJun 29, 2026
Controlling MCP Tools with agentgateway on Kubernetes (Part 1)
Run AI agents behind agentgateway on Kubernetes: route their LLM and MCP tool calls through one proxy, keep secrets out of the agent, and block tools by policy.