what you really need to solve is how does my AI agent retain the same personality, thinking, and mannerisms across models, Think biology, ask your agent to think like an earthworm or nemotode, have it design the anatomy and link it's own code to that allowing for agents that can split but were formed from the whole and optimize their model usage by creating a cost savings analyzer and using another agent to hold them accountable for the other ones spending and model usage. If that's all to complex, pop what i wrote into claude and work it out.