Quick Summary
I burned 47 renders and $73.40 trying to nail one viral motion effect for a paying client.
The bottleneck wasn't the AI model. It was treating each render as a final draft instead of a sample.
The fix was batching, not better prompting.
The Number That Made Me Stop
47 failed renders. $73.40 in compute. One Thursday...
🛡️ VERIFIED CYBER INTELLIGENCE ID: #3484201