Isolate

The model investigates. The runtime certifies.

Kit source

Reproduce a public GitHub issue

Paste an issue URL. Isolate plans a probe, runs it in a disposable sandbox, and returns a certified outcome — never a model self-grade.

Left empty on purpose — paste your issue, or .

Public repositories only. No credentials, pushes, publishing, or fixes.

What a certified result requires

Two candidate runs must show the same issue-derived failure. A nearby negative control must not. Only the runtime may issue reproduced or not reproduced.

  • LamaticForms the hypothesis and picks probe commands.
  • DaytonaHosts a private, time-bounded sandbox.
  • Isolate runtimeAsserts, records evidence, and owns the outcome.