Why AI SRE Agents Need More Than Observability Data with groundcover

AI agents can read logs, metrics, and traces faster than any on-call engineer, but they still can't debug from telemetry alone. The context behind an incident is scattered across code, deployments, chat, tickets and incident history, and the reasoning behind past decisions is often never written down. James Herbert of groundcover explains why that context needs to travel the whole development lifecycle, and how agents embedded in the tools where software is built and run can investigate and act with the full picture.