Topic

platform-engineering

5 articles

Cover for How to Slice GPUs on Demand with HAMi Dynamic MIG (Hardware Isolation Without the Ops Pain)
kubernetesgpuAug 8, 2026

How to Slice GPUs on Demand with HAMi Dynamic MIG (Hardware Isolation Without the Ops Pain)

Carve NVIDIA MIG slices on demand in Kubernetes with HAMi dynamic MIG: same gpumem request API, automatic re-slicing in ~35s, tested on 8x RTX PRO 6000.

Shubham KataraSaiyam Pathak
Shubham Katara & Saiyam Pathak · 17 min
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Cover for How to Share GPUs in Kubernetes at Scale with HAMi (Software vGPU Slicing)
kubernetesgpuJul 23, 2026

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.

Shubham KataraSaiyam Pathak
Shubham Katara & Saiyam Pathak · 34 min
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Cover for Slicing GPUs in Kubernetes with NVIDIA Multi-Instance GPU (MIG)
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.

Shubham KataraSaiyam Pathak
Shubham Katara & Saiyam Pathak · 45 min
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Cover for Controlling MCP Tools with agentgateway on Kubernetes (Part 1)
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.

Shubham Katara
Shubham Katara · 22 min
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Cover for Platform Engineering Demystified -  Navigating the Basics
devopsplatform-engineeringFeb 24, 2024

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.

Kunal Verma
Kunal Verma · 17 min
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