JachinShen

JachinShen

CreaiboCreaibo
CTO of Creaibo AI

About

I am an Algorithm Engineer. Looking forward to productive AI tools from coding to creating. Interested in any technical improvements and talent ideas.

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Maker History

  • Creaibo
    CreaiboCreate 10x better content that sounds like you, faster
    Dec 2025
  • 🎉
    Joined Product HuntSeptember 24th, 2025

Forums

JachinShen•

2mo ago

How do you control the increased entropy from vide coding?

Hello everyone, recently I am refactoring old AI codes in hot spots. I used both Claude Code and Codex to quickly implement the feature at that time. It works but when I look into the logic today, it introduces too much unnecessary complexity (a lot of helper/manager/try-except). Although I have manipulated CLAUDE.md (emphasizing KISS principle, introduce Linus https://gist.github.com/iiiyu/4c... ), the code agent still try to add entropy on the whole project. I can understand the code LLM is trained to program defensely, but if I do not review carefully and really understand the logic, the project quickly becomes hard to maintain. Now every week I will leave 1 day to write codes without AI to clean the whole project for longer future.
Do you have similar experiences or solutions to share?

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