Back to browse
GitHub Repository

Kubernetes scanner that discovers LLMs running on vLLM and extracts their deployment and runtime facts.

8 starsPython

Piqc – An open-source GPU waste scanner for LLM inference clusters

by samhoss93·Jun 5, 2026·1 point·1 comment

AI Analysis

●●SolidSolve My ProblemNiche Gem

One-command GPU waste scanner when Kubecost requires full Prometheus setup.

Strengths
  • Zero-install design runs as a Job with no agents or sidecars
  • Detects tier misplacement specific to LLM inference workloads
  • Outputs dollar estimates alongside utilization metrics
Weaknesses
  • Kubernetes cost monitoring already has established players like Kubecost
  • Read-only scanner means you still need to act on findings manually
Category
Target Audience

ML engineers and DevOps teams running LLM inference on Kubernetes

Similar To

Kubecost · OpenCost · CloudHealth

Similar Projects

AI/ML●●●Banger

Browser-Native GPU Sharing

Browser-based GPU cluster for LLM inference with HTTP API and SSE broker coordination.

WizardryZero to OneBold Bet
bilekas
122d ago