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  Everything Is a Rollout — Alex Shaw + Ryan Marten, Terminal-Bench, Harbor,
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  Alex Shaw and Ryan Marten present a rollout-centered view of evaluating and
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  and optimization workflows into a practical framework for generating and
  learning from rollouts. Speakers: Alex Shaw — Member of Technical Staff, Laude
  Institute Alex is the creator of Harbor, a framework for evaluating and
  optimizing agents and language models in sandboxed environments.
  https://www.linkedin.com/in/alexgshaw/ Ryan Marten — Member of Technical
  Staff, Laude Institute Ryan builds Harbor and works on research-to-production
  efforts including Terminal-Bench and OpenThoughts-Agent.
  https://www.linkedin.com/in/ryan-marten/ Harbor:
  https://www.harborframework.com/ GitHub:
  https://github.com/harbor-framework/harbor
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# Everything Is a Rollout — Alex Shaw + Ryan Marten, Terminal-Bench, Harbor, Laude Institute

Alex Shaw and Ryan Marten present a rollout-centered view of evaluating and improving AI agents. Drawing on their work on Harbor, Terminal-Bench, and OpenThoughts-Agent, they connect sandboxed environments, agent evaluations, and optimization workflows into a practical framework for generating and learning from rollouts. Speakers: Alex Shaw — Member of Technical Staff, Laude Institute Alex is the creator of Harbor, a framework for evaluating and optimizing agents and language models in sandboxed environments. https://www.linkedin.com/in/alexgshaw/ Ryan Marten — Member of Technical Staff, Laude Institute Ryan builds Harbor and works on research-to-production efforts including Terminal-Bench and OpenThoughts-Agent. https://www.linkedin.com/in/ryan-marten/ Harbor: https://www.harborframework.com/ GitHub: https://github.com/harbor-framework/harbor

Canonical: https://liquidgold.cc/channel/aidotengineer/explore/video/everything-is-a-rollout-alex-shaw-ryan-marten-termi-72e387862304 · Channel: [AI Engineer](https://liquidgold.cc/channel/aidotengineer.md)

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