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Awais: Forcing LLMs to use OKLCH significantly improves color palette control

Ahmad Awais · ⚡️Making DeepSeek v4 outperform Opus 4.7 with Taste — @AhmadAwais , CommandCode.ai · Jun 6, 2026 · at 20:43

Ahmad Awais discusses practical prompting and framework rules discovered while fixing AI frontend design generation.

0:00 / 0:32exact quote · 32.2s
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“I personally don't use OKLCH, but apparently LLMs are really good at it. And if you see them using HSL or something, they are, they don't actually are able to control the lightness in HSL very quickly, but on to human eye, it's very, very easy to see like this color and this color to not look the same. But if you force an LLM to use OKLCS, they can control the color palette really, really well. Compared to any of other things.”

quote is from the automated transcript, cleaned for reading: filler sounds and stutters are removed, nothing is rephrased. names can be misheard (the analysis reads context, assessments check outside sources). how →

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