generic AI architecture vs actually structured workflows

letting generic chatbots handle your app architecture is genuinely dangerous sometimes lol yeah the code technically works at first, but then you open the project a week later and realize the entire thing is held together with hallucinated logic and random dependencies that make zero sense. few weeks ago i had an agent somehow connect frontend state management to the database layer in the weirdest way possible. deleted one line and the whole app basically detonated itself with errors. that was enough for me to stop letting raw chat windows guess project structure. now i usually let Claude Code handle the backend/data flow properly, then pass structured output into Runable for the UI layer instead of fighting broken layouts and cursed inheritance chains at 3am. honestly way less mental damage lol