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MUHAMMAD AHMAD
MUHAMMAD AHMAD

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๐—œ ๐—ณ๐—ผ๐˜‚๐—ป๐—ฑ ๐—ฎ ๐—ฑ๐—ฒ๐—ฎ๐—ฑ-๐˜€๐—ถ๐—บ๐—ฝ๐—น๐—ฒ ๐˜„๐—ฎ๐˜† ๐˜๐—ผ ๐—ฐ๐˜‚๐˜ ๐—จ๐—œ ๐—ฐ๐—น๐˜‚๐˜๐˜๐—ฒ๐—ฟ ๐˜„๐—ต๐—ฒ๐—ป ๐˜ƒ๐—ถ๐—ฏ๐—ฒ-๐—ฐ๐—ผ๐—ฑ๐—ถ๐—ป๐—ด ๐˜„๐—ถ๐˜๐—ต ๐—”๐—œ ๐—ฎ๐—ด๐—ฒ๐—ป๐˜๐˜€.

While building a visual forensic UX research tool using Google AI Studio, I found a trick to fix UI/UX issues when vibe-coding: instead of treating the AI as one assistant who "fixes" your interface, I started running it as multiple simulated users each with their own goals, frustrations, and blind spots.

๐—ง๐—ต๐—ฒ ๐—ฝ๐—ฟ๐—ผ๐—บ๐—ฝ๐˜:
"๐˜ˆ๐˜ค๐˜ต ๐˜ญ๐˜ช๐˜ฌ๐˜ฆ ๐˜ข ๐˜œ๐˜Ÿ ๐˜ณ๐˜ฆ๐˜ด๐˜ฆ๐˜ข๐˜ณ๐˜ค๐˜ฉ๐˜ฆ๐˜ณ. ๐˜š๐˜ช๐˜ฎ๐˜ถ๐˜ญ๐˜ข๐˜ต๐˜ฆ ๐˜ฉ๐˜ฐ๐˜ธ ๐˜ฅ๐˜ช๐˜ง๐˜ง๐˜ฆ๐˜ณ๐˜ฆ๐˜ฏ๐˜ต ๐˜ถ๐˜ด๐˜ฆ๐˜ณ๐˜ด ๐˜ธ๐˜ฐ๐˜ถ๐˜ญ๐˜ฅ ๐˜ฆ๐˜น๐˜ฑ๐˜ฆ๐˜ณ๐˜ช๐˜ฆ๐˜ฏ๐˜ค๐˜ฆ ๐˜ต๐˜ฉ๐˜ช๐˜ด ๐˜ช๐˜ฏ๐˜ต๐˜ฆ๐˜ณ๐˜ง๐˜ข๐˜ค๐˜ฆ: ๐˜ข ๐˜ณ๐˜ถ๐˜ด๐˜ฉ๐˜ฆ๐˜ฅ ๐˜ค๐˜ฐ๐˜ฎ๐˜ฎ๐˜ถ๐˜ต๐˜ฆ๐˜ณ ๐˜ค๐˜ฉ๐˜ฆ๐˜ค๐˜ฌ๐˜ช๐˜ฏ๐˜จ ๐˜ช๐˜ต ๐˜ฐ๐˜ฏ ๐˜ฎ๐˜ฐ๐˜ฃ๐˜ช๐˜ญ๐˜ฆ, ๐˜ข ๐˜ด๐˜ฌ๐˜ฆ๐˜ฑ๐˜ต๐˜ช๐˜ค๐˜ข๐˜ญ ๐˜ฆ๐˜ฏ๐˜ต๐˜ฆ๐˜ณ๐˜ฑ๐˜ณ๐˜ช๐˜ด๐˜ฆ ๐˜ฃ๐˜ถ๐˜บ๐˜ฆ๐˜ณ ๐˜ฆ๐˜ท๐˜ข๐˜ญ๐˜ถ๐˜ข๐˜ต๐˜ช๐˜ฏ๐˜จ ๐˜ด๐˜ฆ๐˜ค๐˜ถ๐˜ณ๐˜ช๐˜ต๐˜บ, ๐˜ด๐˜ฐ๐˜ฎ๐˜ฆ๐˜ฐ๐˜ฏ๐˜ฆ ๐˜ธ๐˜ฉ๐˜ฐ ๐˜ด๐˜ฌ๐˜ช๐˜ฑ๐˜ฑ๐˜ฆ๐˜ฅ ๐˜ต๐˜ฉ๐˜ฆ ๐˜ฐ๐˜ฏ๐˜ฃ๐˜ฐ๐˜ข๐˜ณ๐˜ฅ๐˜ช๐˜ฏ๐˜จ. ๐˜ž๐˜ฉ๐˜ฆ๐˜ณ๐˜ฆ ๐˜ฅ๐˜ฐ ๐˜ต๐˜ฉ๐˜ฆ๐˜บ ๐˜จ๐˜ฆ๐˜ต ๐˜ด๐˜ต๐˜ถ๐˜ค๐˜ฌ? ๐˜ž๐˜ฉ๐˜ข๐˜ต ๐˜ฅ๐˜ฐ ๐˜ต๐˜ฉ๐˜ฆ๐˜บ ๐˜ฎ๐˜ช๐˜ด๐˜ถ๐˜ฏ๐˜ฅ๐˜ฆ๐˜ณ๐˜ด๐˜ต๐˜ข๐˜ฏ๐˜ฅ? ๐˜๐˜ฐ๐˜ณ๐˜ฎ๐˜ข๐˜ญ๐˜ช๐˜ป๐˜ฆ ๐˜ข ๐˜ค๐˜ฐ๐˜ฏ๐˜ค๐˜ช๐˜ด๐˜ฆ ๐˜ณ๐˜ฆ๐˜ฑ๐˜ฐ๐˜ณ๐˜ต ๐˜ช๐˜ฏ ๐˜ถ๐˜น_๐˜ณ๐˜ฆ๐˜ด๐˜ฆ๐˜ข๐˜ณ๐˜ค๐˜ฉ.๐˜ฎ๐˜ฅ ๐˜ง๐˜ช๐˜ญ๐˜ฆ ๐˜ข๐˜ฏ๐˜ฅ ๐˜ด๐˜ถ๐˜จ๐˜จ๐˜ฆ๐˜ด๐˜ต ๐˜ค๐˜ฉ๐˜ข๐˜ฏ๐˜จ๐˜ช๐˜ฏ๐˜จ๐˜ด."

๐—ช๐—ต๐˜† ๐—ถ๐˜ ๐˜„๐—ผ๐—ฟ๐—ธ๐˜€: The AI generates structured, persona-based feedback instead of generic suggestions. You get specific friction points, not fluff.

๐—ง๐—ต๐—ฒ ๐—ฟ๐—ฒ๐˜€๐˜‚๐—น๐˜: Faster iteration, less bloat, and UI decisions backed by simulated multi-perspective research without the research timeline.

No frameworks. No buzzwords. Just a prompt that forces the AI to argue with itself before it gives you advice. And finally, you can implement without getting headache when you ask AI for changings and it removes functionalities in app.

Building with Cursor, Antigravity, or AI Studio? Try it on your next screen.

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