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2026

Finding a Regression in NVIDIA Container Toolkit 1.20.0
What to Do After Your Cloud Credits Run Out
Booking g6 Capacity Before the Workday
Why I Chose vmagent over Grafana Alloy for Edge Devices
Serving a 31B 4-bit Model on Blackwell Spot GPUs
Isolating GPU Pools with Value-Based Taints
Cutting GPU Cold Starts on EKS, with Numbers
Auditing My Own Estimate: Langfuse from $3.4K a Month to $1.0K
Self-Hosting Langfuse on Kubernetes: 7 Gotchas
What GPU Time-Slicing Does Not Give You
Airflow 3 and StarRocks on EKS: What Actually Broke
Scale-to-Zero for CPU Jobs: the KEDA In-Flight Trap
Scale-to-Zero GPU Inference on EKS: $0 Idle with Karpenter and KEDA
How I Hardened Our EKS Stack in a Month
Self-Hosting Langfuse for LLM Observability on AWS
Designing VPN Access for a Team That Needs Strict Compliance
Migrating 4 GPU Workloads from GCP to AWS in a Month
How I Reduced Cloud Costs by Over $20k — 8 Learnings

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Tanmay Mohan
18
Cloud Physicist

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