A ladder for coding agents

Most AI coding setups choose a model before the task produces any evidence. A router takes a prompt and selects a model. For a straightforward task, it can choose something cheap. For a difficult task, it can send the work to an expensive model. That is better than sending every task to the same expensive model. The choice still happens too soon. A task that looks routine can need a careful…