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What does an AI task actually cost when you count the whole job? Nate examines his Opus 5.5 LEGO build, the difference between API pricing and a subscription allowance, and why fewer retries can matter as much as the price per token.


He also explores writing that preserves your intent, clearer stopping conditions for overnight work, and a practical way to rerun your own assignments when a new model arrives.


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