That's a good question.LLM does not execute the code, but predicts the result from the pattern learned. Therefore, the actual result must be confirmed - like the quotation of the epoxy flooring contractor The final check is important.

哈哈这个思路还挺有意思的，把自律做成 SaaS 确实很新鲜。相比那种一味说教的方式，这种用打卡和正反馈来引导感觉更靠谱一点 epoxy garage floor installer

I understand the frustration. It can feel confusing or even misleading when it seems like an LLM is “knowing” code results without running anything. In reality, it’s just pattern-based reasoning from training data, not actual code execution, similar in a way to pool enclosure where structured adjustments are made without real-time simulation of the whole system.