Our token budget is also high so honestly I don't plan much. Mostly just throw work item and as much related context I'm aware of at whatever is the latest decent model (opus for a while and lately gpt sol) and let it do its thing. If I were more budget constrained I'd plan more up front and delegate bits to cheaper subagents I suppose.