Skip to content

Feedback and Cases

After you run inference on a program in the web app, you can leave structured feedback so the community understands how the model behaves in practice.

Submitting feedback

Use the controls shown after a run:

  • Thumbs up — mark a success: the output matched what you needed.
  • Thumbs down — mark a limitation: the program failed or behaved poorly for your use case.

Feedback is optional but encouraged when something notable happens.

Cases

Cases are attached to the program and are visible to other users browsing or opening that program. They document real-world outcomes instead of only the static specification.

Case types

Type Typical use
success The program handled the input well
limitation Clear failure mode or systematic weakness
edge_case Unusual input that exposes interesting behavior

You may add a short description with any case to explain context, input characteristics, or what you expected versus what you got.

Why cases matter

Cases help everyone see what works, what breaks, and where behavior is subtle. They complement the written spec with evidence from actual runs.

Authentication

You must sign in with GitHub to submit cases. Anonymous users can run programs where allowed but cannot record feedback as an identified contributor.