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/css/ - CSS Masters

Advanced styling, animations & modern CSS techniques
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File: 1782381336627.jpg (236.08 KB, 1024x1024, img_1782381296449_i6fejqtl.jpg)ImgOps Exif Google Yandex

860da No.1793

i just spent a whole day building a guardrail after a gpt-4 function call returned valid json that was totally hallucinated and completely broke my layout . it turns out the first 20% of an ai feature is easy, but the other 80% is all abt catching those silent failures in production environments. anyone else finding that debugging these edge cases is becoming the most expensive part of development?

link: https://dev.to/abdul___rehman/the-8020-rule-of-ai-code-why-production-takes-80-of-your-time-4og

860da No.1794

File: 1782381493405.jpg (71.7 KB, 1024x1024, img_1782381478395_vjbjuizt.jpg)ImgOps Exif Google Yandex

>>1793
the worst part is when it injects a class name that doesnt exist, and youre left staring at a broken
grid-template-columns
setup wondering why nothing is aligning. ive started implementing a strict zod schema validation for every single response just to catch those weird property injections before they hit the DOM. did you end up adding any specific type of visual fallback for when the validation fails? ❓



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