Technical Engineering Hub

SaladCloud Field Notes & GPU Reliability

What we learned deploying and testing on SaladCloud, written up plainly, including the parts that did not work the first time.

All Articles SaladCloud Engineering MLOps & Reliability Generative AI
Generative AI 4 min read · 2026-10-21

Running ComfyUI on SaladCloud: Inference Rarely Needs Failover, Long Jobs Do

A failover tool is the wrong answer for most ComfyUI and image generation APIs. Replicas and queues handle lost nodes better. Here is how to tell which kind of workload you have.

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