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Shubham Katara

Building Hybrid K8s Platforms @trivago | Tech Author & Speaker (freeCodeCamp, SREDays) | vCluster Ambassador | RHCA & GCP DevOps Professional

3 posts on Kubesimplify

Cover for Slicing GPUs in Kubernetes with NVIDIA Multi-Instance GPU (MIG)
kubernetesgpuJul 15, 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 LLM Costs and Observability with agentgateway on Kubernetes (Part 2)
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.

Shubham Katara
Shubham Katara · 12 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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