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Update Benchpark container #1467

Description

@pearce8
  • Update container to have newer Python and faster builds for upcoming tutorials
  • Learn about Agentic capabilities for Containers, and what we might want to adapt from https://sc-tutorial.supercontainers.org (Sameer, Adam gave the tutorial at ISC'26)
  • Try to have this ready for the PACT tutorial in October
  • Waiting on convergence with fluxtainer @nhanford will help
  • Possibly set up so can use Google Cloud instances in the future

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