@yusoufu · Reel · 15 Oct 2026 · 0:34 · 3,944 views
Lafkar ma kaymoutouch 7it khaybin, kaymoutou bin step w step. Comment...

Youssef argues that ideas for AI agents only come to life when they are turned into a repeatable system, and that a single unsystematized idea will not get built. He describes running his work on a Mac Mini, where agents handle tasks that used to be done by hand, and says that human creativity is still needed to frame the problem. He closes by saying that the way to start is to take one agent, make it work, and build from there. The video is a short, spoken, tiktok-style piece.
TranscriptAutomatic Darija transcript. It has mistakes.
ma bghitch lay ay yfkr fblasti bghitou ywrijistr fikra 9bel ma tdi3 mn audios kiwli noud m9ada wkidkhl f l'idée bank f second brain ana kankhdem b Mac Mini nta t9der dir li bghiti hadchi 3lach kay3jbouni les agents kayjiw f lblassa fin kanst3mlou tilifoun tsafi tdir lkhedma ma binathm hiya lkhtoua li mab9atch mab9ach khass ykoun fiha bnadm w la créativité diw l9rar ba9in dyalna lafkar makimoutouch 7itach khaybin kaymoutou
7itach ma kaynch système wkimchiw bzerba ila mazal majrbtich jreb agent w ghir bourk flou wa7ed
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