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@yusoufu · Reel · 16 Jul 2026 · 0:47 · 19 views

Commenti "AISB" so you can get the system ⚙️ (f Instagram)

Youssef argues that AI tools don't lack memory so much as lack a system that holds his context. Every new task forces him to re-explain who he is, what he works on, and what he needs. He proposes a structured folder (a "second brain" with a VaultMap) that tells any AI where his work lives and what it needs, and he promotes his PULSE System Starter Kit as the way to build it.

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TranscriptAutomatic Darija transcript. It has mistakes.

kol merra kan7el challenge jdid m3a l'AI kan3awd nfhmou mn lowl chkoun ana ach kankhdem ach bghit nfes le contexte kol merra lmochkil machi f al AI ma3ndouch dakira. lmochkil ana ma3ndi système li kan7fed fih al contexte dyali. dert fouldr wa7ed, chkoun ana? kifach kankhdem? chno bghit al AI yjawbni? mktouba merra wa7da kan3tih l A I li kankhdem bih ChatGPT Claude ay wa7ed kay3ref kolchi 3lya ftwani bla ma n3awd w fih VaultMap kay9oul l AI fni 7et kolchi lkhedma jdida f Workspace w l7aja li khassha tb9a

f sakn brin w khlitha khawya tkoulouniha mn jiha hab w t3mrou lrask w tkhdm bih b lAI dyali machi lAI li bla dakira nta li khassk dir lih dmagh tani wkoun lmerra katzid fih chi 7aja wkoun lmerra kayfhmk kter

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