We hit the same failure mode ourselves: two defects reached our own extension's Marketplace release after 735 passing tests, wrong answer each time. Full arithmetic and the story of getting it wrong ourselves:
https://t.co/UukiBzFT1E
Every LLM cost calculator gives you a number. Is it what the provider will actually bill you? We checked ours and found 9 specific ways this goes wrong -- including one in our own product. The real arithmetic, one mistake per post:
Mistake 9: impossible scenarios get priced anyway.
GPT-5's context window is 272K tokens. Paste in 300K and the request can't be sent -- it's 28K over before generation starts. Multiply-by-rate math doesn't know an expensive request from an impossible one.
Nothing makes us happier than being a positive part of our follower's keto lifestyles.
So we were all chuffed when Lauren gave us a huge shout out in a feature piece that Women's Health did on her keto journey: https://t.co/9wBY3DbKgW
Follow her on IG: https://t.co/jEBeP526wo