AI Engineer YouTube · June 7, 2026

Under 5 minutes to a deployed LLM endpoint — Audry Hsu, RunPod

Under 5 minutes to a deployed LLM endpoint — Audry Hsu, RunPod video thumbnail
Why it matters

Two failed crypto mining rigs in a basement in 2022. The founders posted on Reddit offering the GPUs for free in exchange for feedback. That is the origin of RunPod, now at $120 million in annual recurring revenue with 500,000 developers on the platform. The demo runs in under five minutes: pick a model from the Hub, c

My takeaway: Under 5 minutes to a deployed LLM endpoint — Audry Hsu, RunPod is a model-evaluation signal. The practical read is to tie capability claims to evidence, launch criteria, and regression tests rather than relying on demos or benchmark headlines.