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feat: add Sweep and Orchestrate workflows to Studio#196

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claytonlin1110 wants to merge 3 commits into
llmsresearch:mainfrom
claytonlin1110:feat/studio-sweep-orchestrate-tabs
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feat: add Sweep and Orchestrate workflows to Studio#196
claytonlin1110 wants to merge 3 commits into
llmsresearch:mainfrom
claytonlin1110:feat/studio-sweep-orchestrate-tabs

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@claytonlin1110
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Summary

  • Add a new Sweep tab in Studio with variant-axis controls, dry-run support, and sweep report outputs.
  • Add a new Orchestrate tab in Studio with new-run/resume flow, retry/concurrency controls, and artifact summaries.
  • Implement run_sweep and run_orchestrate in paperbanana/studio/runner.py, reusing core sweep/orchestration logic.
    Closes [Feature]: Add Sweep and Orchestrate workflows to Studio (Experiment Hub) #194

Why

Studio previously lacked two major workflows already available in CLI/core (sweep and orchestrate), creating a capability gap for non-CLI users.

Test plan

  • Launch Studio and verify Sweep and Orchestrate tabs render correctly.
  • Run Sweep in dry-run mode and confirm sweep_report.json path is returned.
  • Run Sweep with a small input and confirm ranked results are written.
  • Run Orchestrate in dry-run mode and confirm plan path/details are returned.
  • Run Orchestrate with a small paper and confirm package artifact paths are returned.
  • Verify syntax/lint checks pass for edited Studio files.

@claytonlin1110
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@dippatel1994 Would you please review?

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[Feature]: Add Sweep and Orchestrate workflows to Studio (Experiment Hub)

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