Platform providing enterprises visibility into how AI-generated code shapes systems—tracking tools, affected repositories, recurring patterns, and quality trends. Automatically triages and remediates issues with predictable, reviewable fixes that integrate into existing workflows and CI/CD, enabling developers, engineering leaders, and security teams to maintain standards.