We wanted to bring the model to people where they are without having to commit to a specific tool or radically change their workflows. We also wanted to make a way that lets people experience the model’s coding abilities as directly as possible. This has tradeoffs: it uses a lot of tokens, and is rough (eg. it shows you tool errors and model weirdness), but it also gives you a lot of power and feels pretty awesome to use.