I imagine you can do this with a hook that fires every time claude stops responding:

https://code.claude.com/docs/en/hooks-guide

I'd like to read more about that if anyone has any suggestions.

I don't think you will get that anytime soon because for a model to work well with something like openclaw it needs a massive context window.

I think the biggest case for fine tuning is probably that you can take small models, fine tune them for applications that require structured output, and then run cheap inference at scale. "Frontier LLMs can do it with enough context" is not really a strong argument against fine-tuning, because they're expensive to run.

Could be, but it likely won't be able to support the massive context window required for performance on par with sonnet 4.6