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@themuddyboots: When you realize the reason your dreams died. #themuddyboots

@muddyboots
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Thursday 05 November 2026 18:07:26 GMT
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People are wasting their time building AI agents. A model on its own needs context to be useful: prompts and instructions, tools it can call, and data it can trust. The old way was to write code that wires those three to the model, call it agent one, and do it again for every workflow. Harnesses like Claude Code and Codex already let an AI read and write your files, so you can put your prompts, tools and data in folders and let one AI become whatever agent your question needs. If you want something to study for the next ten years, I'd pick the Unix philosophy, Douglas Engelbart's 1962 report Augmenting Human Intellect, and plain old software logic. The long version, Do You Actually Need AI Agents?, is on my YouTube. Link in my bio. youtube.com/@JEVanClief #ai #aiagents #claudecode
People are wasting their time building AI agents. A model on its own needs context to be useful: prompts and instructions, tools it can call, and data it can trust. The old way was to write code that wires those three to the model, call it agent one, and do it again for every workflow. Harnesses like Claude Code and Codex already let an AI read and write your files, so you can put your prompts, tools and data in folders and let one AI become whatever agent your question needs. If you want something to study for the next ten years, I'd pick the Unix philosophy, Douglas Engelbart's 1962 report Augmenting Human Intellect, and plain old software logic. The long version, Do You Actually Need AI Agents?, is on my YouTube. Link in my bio. youtube.com/@JEVanClief #ai #aiagents #claudecode
CZY ROSJA ZAATAKUJE POLSKĘ DO KOŃCA ROKU? Nowy odcinek „Jankowski KONTRA” już dostępny na kanale Polsat News na YouTube! #JankowskiKontra #wojna #wojsko #Polska #Rosja @polsatnews.pl
CZY ROSJA ZAATAKUJE POLSKĘ DO KOŃCA ROKU? Nowy odcinek „Jankowski KONTRA” już dostępny na kanale Polsat News na YouTube! #JankowskiKontra #wojna #wojsko #Polska #Rosja @polsatnews.pl


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#باسم_الكربلائي #مواليد #افراح #trend #تصميمي_رايكم
يلا سماعتك وقوم ارقص 💃🏻💃🏻💃🏻 . #مجرد________ذووووووق🎶🎵💞 #حظ_يا_حظ #دبه_عاليا🔊 #تصميم_فيديوهات🎶🎤🎬 #ترندات_تيك_توك
يلا سماعتك وقوم ارقص 💃🏻💃🏻💃🏻 . #مجرد________ذووووووق🎶🎵💞 #حظ_يا_حظ #دبه_عاليا🔊 #تصميم_فيديوهات🎶🎤🎬 #ترندات_تيك_توك
Calm Down Part 1 - Cover By Ansha Zakir | Rema | Selena Gomez #calmdown #rema #salenagomez #anshazakir #foryou
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