Blog
Posts tagged "llm"
3 posts on llm.
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COST GUIDE
How Much Does LLM Infrastructure Actually Cost in 2026?
Real GPU instance pricing, API token costs, the self-hosted break-even point, and the engineering time most teams forget to budget for when they compare "API vs self-hosted" on sticker price alone.
September 10, 2026 · 8 min
By HarmanJyot Kaur ai-infrastructurellmgpucost-optimizationmlops -
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
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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