This is where putting a provider-agnostic code agent between you and claude can save your bacon.

I can't speak for how other agents work, but in juggler the conversations are stored in a cross-model format, so if claude runs out of tokens or goes titsup during something urgent, I can just switch models to GPT and carry on without needing to restart the task.