Vanessa Sochat of Lawrence Livermore National Laboratory outlines converged computing and agentic orchestration, showing how the Flux Framework integrates HPC schedulers with Kubernetes to create ephemeral, cloud-like “MiniClusters” for DOE-scale workflows.