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janilowskiyesterday at 7:48 PM1 replyview on HN

How do you manage to run out of tokens so quickly? I probably run more threads every working day, usually on medium, and I'm still below the 5x limits.

Do you use the official harness? OpenAI's models are generally best in class for token efficiency. It seems to me like they push for that much more than their competitors.


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adam_arthuryesterday at 7:56 PM

I've long speculated this when I see these types of comments, because it's actually really difficult to hit usage caps with an efficient dev flow, even when running multiple threads for hours every day.

I think some combination of:

1) Using 1 thread for everything

2) Reviving old threads which are no longer in cache

3) Really broad prompts on badly vibecoded codebases, so model spends huge amount of time tracking down whatever you're trying to do.

4) Non-coding workflow which is more output than input heavy

5) (Less likely IMO) Intelligent use of many passive CI/cron-like scans. E.g. regular security, quality etc scans. Automated issue resolution/PR

Just a guess. I think 3 is likely the primary reason.

You can literally go all day every day with multiple threads with Sol on the Codex 100/month plan IME

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