Building an autonomous software development system can significantly enhance organizational velocity. By leveraging foundation models, the team has achieved impressive results, such as a 22% increase in cycle time and a 40-minute daily time savings for engineers. The real-world deployment of their droids has provided valuable feedback and benchmarks, revealing that engineers thrive on ownership in their work.