Topic
platform-engineering
5 articles
HAMi Dynamic MIG on RTX PRO 6000: A Live Kubernetes Test
A hands-on test of topology-aware HAMi Dynamic MIG on RTX PRO 6000 Blackwell, with pinned setup commands, real allocations, mixed profiles, reclamation, and recovery.
How to Share GPUs in Kubernetes at Scale with HAMi (Software vGPU Slicing)
Share NVIDIA GPUs in Kubernetes with HAMi software vGPU slicing: memory and compute limits, Helm configuration, a verified PyTorch manifest, a real RTX PRO 6000 OOM test, and Prometheus monitoring.
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.
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.
Platform Engineering Demystified - Navigating the Basics
In this blog post, we’ll demystify the basic concepts of Platform Engineering by understanding how it’s a natural and necessary evolution to DevOps.
