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@mikasenghaas mikasenghaas commented Jan 15, 2026

Description

Based on #734. Do not merge before.

This PR implements a live-updating TUI for multi-env logs (#734) using a opt-in --tui flag. This will be especially useful for large prod-scale evals with many envs. It is designed such that the default vf-eval is affected as little as possible. The only "structural" change is the introduction of the callback pattern into Environment.generate to handle per-env events (such as metric aggregation, logs, etc.).

uv run vf-eval configs/evals/debug.toml --tui
Screenshot 2026-01-15 at 9 44 33 PM Screenshot 2026-01-15 at 9 44 28 PM Screenshot 2026-01-15 at 9 44 37 PM

Type of Change

  • Bug fix (non-breaking change which fixes an issue)
  • New feature (non-breaking change which adds functionality)
  • Breaking change (fix or feature that would cause existing functionality to not work as expected)
  • Documentation update
  • Test improvement

Testing

  • All existing tests pass when running uv run pytest locally.
  • New tests have been added to cover the changes

Checklist

  • My code follows the style guidelines of this project as outlined in AGENTS.md
  • I have performed a self-review of my own code
  • I have commented my code, particularly in hard-to-understand areas
  • I have made corresponding changes to the documentation
  • My changes generate no new warnings
  • Any dependent changes have been merged and published

Additional Notes

@mikasenghaas mikasenghaas mentioned this pull request Jan 15, 2026
13 tasks
@mikasenghaas mikasenghaas changed the base branch from main to multi-env-evals January 15, 2026 17:28
@mikasenghaas mikasenghaas force-pushed the eval-tui branch 3 times, most recently from 05501cb to ff11125 Compare January 15, 2026 20:11
@mikasenghaas mikasenghaas requested a review from willccbb January 15, 2026 20:46
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2 participants