AI workloads demand pipelines that are faster, smarter, and more self-aware. This panel brings together engineering leaders to explore how observability and automation are evolving to support AI-scale delivery — from telemetry to alerting, remediation to readiness. Learn what it takes to build pipelines that support agents, not just apps.