fine-tuning models from agent behavior

Hello smart people from the Redis world

Quick question: how many of you here, if any, plan (or have) to fine-tune models using their agents past runs?

If anyone here is planning to, or did, would you mind sharing:

- What was the use case

- Do you run these models and fine-tuning locally or in the cloud?

- How do you split the calls/usage between frontier model and your fine-tuned model?

- What are the initial benefits you've seen so far?

Your thoughts on this would be super appreciated!