Run failed or AI key errors

Updated May 19, 2026

Each pipeline stage has humanized error handling, so a failure shows a friendly reason, fetch, scoring, or proposal, instead of a stack trace.

  • Key invalid / quota: re-validate your AI key under Settings → Providers.
  • Fetch failed: usually a transient Freelancer API hiccup; the next run retries.
  • Scoring/proposal failed: check your selected model is still available on your provider.

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