AI triage can now tell a clear-cut failure from an ambiguous one. A clear failure still gets the fast, one-shot explanation it always did. An ambiguous one now triggers a bounded, read-only investigation: Donobu builds a ranked list of hypotheses, then pulls evidence that can tell them apart, including prior AI-check results, the test source, tool call history, browser logs, and git history, before committing to an explanation.
If the investigation cannot complete for any reason, triage falls back to the one-shot path rather than leaving the failure unexplained.
- Ambiguous failures get a bounded investigation instead of an immediate best guess
- Evidence gathered includes prior AI-check results, test source, tool call history, browser logs, and git history
- Clear-cut failures still get the fast, one-shot explanation
- Falls back to the one-shot path if the investigation cannot complete