
Help Autoscalers Scale Down More Safely
Predict placement, isolate unevictable pods and reduce expensive node bloat before it grows.

Predict placement, isolate unevictable pods and reduce expensive node bloat before it grows.
The real user prompts we captured this ad appearing on inside ChatGPT.
How do I scale replicas based on real usage without causing OOMKills?
The prompts are the clue. The answer is the audience it is really aimed at, and the context hint quietly placing it here.
We capture sponsored ads inside ChatGPT by probing it with realistic consumer prompts and recording the creative + the triggering prompt. Explore the full ad library.
Questions about the data, a brand you expected to see, partnerships, or access to the intelligence layer. We read every message.