AI Picks Test Tags And Runs Tests

In a blog post, a developer describes a GitHub Actions workflow that uses OpenAI to select Cypress test tags from an issue's title and body and automatically runs those end-to-end tests when an issue labeled "bug" is opened or reopened. The workflow comments on the issue, runs tagged tests via cypress-io/github-action, uploads failure artifacts, and exposes outputs like testTag and token counts.
Key Points
- 1Selects Cypress test tags from issue title/body using an AI-powered GitHub Actions step
- 2Automates running targeted end-to-end tests to reproduce bugs and collect logs, videos, screenshots
- 3Enables faster triage by commenting on issues with run links and uploading failing artifacts
Scoring Rationale
Practical, code-rich automation delivers direct triage benefits; limited novelty and single-author blog reduce wider significance.
Sources
Public references used for this report.
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