Improving 15 LLMs at Coding in One Afternoon. Only the Harness Changed

Re:Improving 15 LLMs at Coding in One Afternoon. Only the Ha... by aniviacat on Thursday February 12, 2026 @12:37PM (#46992012)

How would that differ from buying $20 worth of API credits each month?

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Re:Improving 15 LLMs at Coding in One Afternoon. Only the Ha... by 0xbadcafebee on Thursday February 12, 2026 @02:54PM (#46994164)

1) security (oauth is much more secure than a static api key; if your key gets stolen, a hacker can run up your bill)

2) AFAIK the $20/month plan allows use of more tokens per month than if you bought $20 of tokens. my understanding is it assumes most users will only use a fraction of that each month, and they rake in profit (like a gym membership)

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