[radio879]

... also, instead of just using all this stuff out there, like all the OpenClaw stuff, memory systems, what I am doing so that I understand it is just create my own from scratch I have not even read about how that one works, I spin up 10x copilot -p "idea", in the new automate mode they just added, in Docker container, 5x gemini cli in pro 3.1 then 5x flash 3.1, gpt 5.4 in there somewhere along with 5.3 codex, o3, 04-mini (crappy agentic models, BUT, that is okay because often that means they have some more intelligence that the more agentic models lack) scan those with my brain then run all the passing ones into a Best Of N scenario to compile a best/better etc. I have a whole system that works well - certain things will cause all these models to respond differntly, while other things will get them to mostly respond the same - which means something useful.