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7 contributions to AI Automation Society
Ai OS Setup #AISOS
#AISOS Hey everyone! I'm excited to finally have a folder structure that makes it so much easier to stay organized and get faster/better outputs. I have a Workspaces/ folder where the Ai OS lives. This is the same folder where my personal folder lives (things i want to keep track of like fitness, finance, etc.) and my Ai/Marketing Agency business (all client work and admin work live in there) . I intend to be involved in many different businesses and the Workspaces/ folder is where all of those different businesses would live. I have a separate folder called ai-lab. This is outside the Workspaces/ folder. This ai-lab folder is only meant for me to drop in better ways to use agents/ai/business methodologies. This allows me to synthesize the findings in a way that is more succinct and applies better to the Ai OS (and other workspaces) without it cluttering the Ai OS or other folders. They are referenced to each other. File/Folder structure: I have implemented the WAT and ICM methodology (from Jake Van Clief) and attempting to reconcile how/if I should use the RAG methodology somewhere along the line. Thank you to Nate for putting together such great free resources!
Ai OS Setup #AISOS
1 like • 8d
@Mark Chekneai there ya go brother! keep me updated. let's keep in contact
1 like • 8d
@Marco Terani check your dms
File/Folder Linking Structure (Context Engineering)
First post! How do you guys manage linking files/folders together so that the AI agent isnt reading stuff that isn't relevant to the prompt/project at hand? I'm wasting too many tokens and getting weird output. Is there a methodology yall follow? Happy Wednesday!
1 like • 8d
@Greg Faysash Yes im researching it now and it definitely is the way. Wondering how his ICM relates to Karpathy's RAG system. could they be used in conjunction or are they two completely separate methodologies that shouldn't be mixed? Thanks for the reply!
0 likes • 8d
@Greg Faysash That sounds like an awesome setup! Needed to know somebody tried it and had success with it before i jumped the gun and changed my whole structure over. Appreciate you 😎
Any fellow Ai Automation / Marketing Agency Owners?
Anyone else starting a Ai Automation / Marketing Agency (using GoHighLevel)? Would be cool to chat!
Southern California Meetup
Hey everyone! I saw on the "Map" page that there's a lot of members in the SoCal area. Any interest in doing a meetup? Would be cool to get to know each other past the screen
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Fable 5 vs Opus 4.8
When do you use Fable 5 and when do you use Opus 4.8?
1 like • 9d
im having too much fun using fable had to upgrade to $200 tho
1-7 of 7
Daniel England
3
23points to level up
@daniel-england-3608
CSUF

Active 14h ago
Joined Apr 25, 2026
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