From the source
Cognition shared lessons from over two years of building cloud agent infrastructure for Devin, covering technical challenges such as VM-level isolation for security, hypervisor-level snapshotting for persistence across async gaps, and the orchestration, governance, and integration layers needed to scale from one to hundreds of concurrent agent sessions.






