GitHub has experienced recent incidents affecting its availability, prompting the company to improve its reliability and failover capabilities. To address this, GitHub started executing a plan to increase its capacity by 10X in October 2025, with a goal of substantially improving reliability. The company is also working on a path to multi-cloud, which may indicate that Microsoft is not able to get acceptable reliability from Azure. GitHub's growth is driven by the rapid change in how software is being built, with a sharp acceleration in agentic development workflows since December 2025.