so back at it again, using the RAG Technique, Retrieval Argumented Generation, and embedding a local model using the chunking technique so the model can be used off-line I cant wait until its done so I can show u guys its awesome I had agents look for hrs to see if this product I am building exist and so it does not we might have a winner guys

https://x.com/claudeai/status/2041927687460024721?s=20

@Beau Johnson I really like the tool that you recommend. I was going to use it but realized there is no month to month payment option. I really dont see why anyone would need a full year subscription.... Are an affiliate of this tool in anyway or did you build it?

Set up my mac mini yesterday and today and with the help of Beau's resources here in the classroom I slowly but surely got my first agent set up properly with security measures in place. Had some issues with telegram integration due to the higher security measures I added. But got it all working. Thanks Beau for building this awesome community🥂

Its over. You will have to use api or switch to gpt 5.4 I have been using gpt 5.4 all week and its been great! my plan is pretty simple going forward: - keep gpt-5.4 running most of the cron jobs and backend work - use claude more selectively where the quality really matters - install claude code locally on my mac mini so it can review and fix my openclaw setup directly on the same machine - keep testing the best balance between quality and cost basically:openclaw keeps running the machine claude code helps me audit and fix the machine and i stop wasting money where i dont need to should be a cleaner setup and probably a cheaper one too lol