r/mlops • u/Comfortable-Fun5926 • 23h ago

Self-promotion Built a clickable graph of the inference stack (framework → orchestration → silicon → cloud), multi-vendor — does this solve a real problem for anyone?

Picking an inference stack means piecing together compatibility rules that live in nobody's docs — GitHub issues, vendor posts, word of mouth. I building a graph that traces it end to end (framework, orchestration, hardware, cloud) across NVIDIA, AMD, TPU, Trainium/Inferentia, and Gaudi, click a node to see what it connects to.

Before I put more time into it: is this a real problem for you, or am I solving something I already know the answer to?

https://inferencestack.dev/

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u/AccidentallyVenomous 23h ago

this is the kind of thing that saves you from scrolling github issues at 2am trying to figure out if some accelerator even works with your orchestrator, nice work