@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.
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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