Composer is our new agent model designed for software engineering intelligence and speed. On our benchmarks, the model achieves frontier coding results with generation speed four times faster than similar models.We achieve these results by training the model to complete real-world software engineering challenges in large codebases. During training, Composer is given access to a set of production search and editing tools and tasked with efficiently solving a diverse range of difficult problems. T...