Railway, a cloud infrastructure platform tailored for developers and AI coding agents, has surpassed 3 million users, with 100,000 new signups weekly. Notably, AI coding agents have contributed over $200,000 in cumulative spending on the platform. These agents, unlike human developers, require rapid deployment and feedback, consuming infrastructure programmatically at high speeds. Railway is transitioning workloads from major cloud providers to its own data centers, optimized for the low-latency, high-frequency demands of autonomous agents. This strategic move aims to capitalize on the unique needs of AI agents, offering fast cold starts and predictable latency. However, the $200K spend is cumulative, highlighting the need for significant growth to justify the investment in proprietary hardware.