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Posts tagged "ai"
4 posts on ai.
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FINOPS PLAYBOOK
GPU cost optimization on AWS in 2026: a working playbook
A practitioner's playbook for cutting AWS GPU spend 40-60% — instance selection, Spot strategy, utilization monitoring, and the scheduling patterns that keep H100s from sitting idle.
June 15, 2026 · 8 min
By HarmanJyot Kaur aigpuawscost-optimizationfinops -
PRACTITIONER NOTES
Running vLLM on EKS — a production checklist
The non-obvious settings that decide whether your LLM serving is reliable at p99, not just at p50.
May 8, 2026 · 6 min
By HarmanJyot Kaur aikubernetesvllmllm -
PRACTITIONER NOTES
GPU node pools on Kubernetes — five sharp edges to know
The non-obvious failure modes that bite teams running their first GPU workload on EKS, GKE, or AKS.
May 5, 2026 · 5 min
By HarmanJyot Kaur aikubernetesgpueksgke -
PRACTITIONER NOTES
LLM observability with Langfuse — the minimum viable setup
What to wire up first, what to defer, and how to get useful production traces without becoming an observability vendor's full customer.
May 2, 2026 · 5 min
By HarmanJyot Kaur aillmobservabilitylangfuse
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