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Kubernetes Pod-per-agent vs shared runtime for AI agents (kagent)

  • Platform/SRE — Learn: Explores the architectural tradeoffs of running each AI agent in its own Pod/ServiceAccount versus a shared runtime on Kubernetes — useful context for platform engineers who may be asked to support AI agent workloads. No action required today.
  • CI/CD — Skip
  • Leader — Learn: Offers mental-model framing for how AI agent workloads map onto Kubernetes primitives, which could inform a platform strategy for AI/ML infrastructure — but no vendor, licensing, or cost decision is at stake.
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