少点错误 01月15日
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本文作者在推广其数学调试咨询服务的同时,分享了关于如何有效调试程序和数学问题的实用建议。核心观点强调了使用调试器提高程序员与程序之间的信息带宽,以及通过编写代码来验证数学计算的重要性。文章还推荐使用AI工具辅助编程,并提及了作者在范畴论方面的专长。此外,文章还展示了一些用户对其服务的积极评价,并鼓励读者预约咨询以验证作者的能力。

💡 使用调试器是提高程序员效率的关键。通过调试器逐步执行代码,可以更直观地观察程序运行状态,从而及时发现并修复错误,相较于使用print语句,调试器可以提供更丰富的数据。

🖥️ 对于不涉及编码的数学问题,也应该编写代码进行验证。即使是纯数学推导,通过编程实现也能帮助我们发现潜在的错误或异常情况,确保数学计算的正确性。

🤖 积极利用AI工具辅助编程。Copilot等AI代码补全工具不仅能提高编程效率,还能推荐有用的库,帮助减少技术债务,并展现其他有价值的行为。

🌟 作者的数学调试服务获得了用户积极评价。这些评价并非作者主动征集,而是用户自发提供的,这证明了作者的专业能力和服务质量。

📚 作者的专业领域是范畴论。范畴论研究数学中普遍存在的模式,这使得作者能够从其他数学分支中借鉴成果,并将其应用于解决实际问题。

Published on January 14, 2025 4:30 PM GMT

This post is mostly an ad to make people click the https://calendly.com/gurkenglas/consultation link starring in my Would you like me to debug your math? post.

But writing just an ad feels icky to me, so first:

The advice that was most useful to most people

was on how to use (graphical) debuggers. The default failure mode I see in a programmer is that they're wrong about what happens in their program. The natural remedy is to increase the bandwidth between the program and the programmer. Many people will notice an anomaly and then grudgingly insert print statements to triangulate the bug, but if you measure as little as you can, then you will tend to miss anomalies. When you step through your code with a debugger, getting more data is a matter of moving your eyes. So set up an IDE and watch what your code does. And if a value is a matrix, the debugger had better matshow it to recruit your visual cortex.

If your math involves no coding... you have even less chance to notice anomalies. I assure you that there is code that would yield data about what your math does, you just don't have it. I prescribe that you write it.

Or have AI write it. Using more AI is a recommendation I give lots of people these days. Copilot suggests inline completions of the code you're writing; a sufficient selling point is that this can suggest libraries to import to reduce your tech debt, but I expect it to show you other worthwhile behaviors if you let it.

The ad

To my memory, almost every user wrote a comment under my post praising my services. I solicited none of them[1]. I'm told that the ad will work better if I make reading at least the top two comments a matter of moving your eyes, so here:

Unfortunately, "almost all users" means four. I wish my schedule was chock full of them, hence the ad. If you think I'm overqualified, please do me the favor of testing that hypothesis by booking a session and seeing if I regret it. I never have.

If you think I'm underqualified: My specialty is category theory, which studies the patterns that pop up across math, which is useful for stealing results from other math branches. I expect my highest impact so far came from pointing Infrabayesianism-Diffractor towards developing a concept of infrafunctions.

Book for free here: https://calendly.com/gurkenglas/consultation

  1. ^

    I'm kinda sad that in mentioning the fact I am making it slightly less magical in the future, but I guess on a consequentialist level this is an appropriate time to cash it in.



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