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Auto-Bug Generator

Automatically generate a structured, Jira-ready bug report from a failed execution's logs — with a single click.

Requires: autoBugGeneration feature flag enabled in Settings → Features.

How It Works​

  1. Open any FAILED or ERROR execution in the Investigation Hub drawer.
  2. Click Auto Bug (Sparkles icon) at the top of the drawer.
  3. Agnox fetches the execution's full log output. If the output exceeds 80,000 characters, it is smart-truncated:
    • First 10% (container start-up context) — preserved
    • Last 90% (where errors concentrate) — preserved
    • A [LOG TRUNCATED] marker is inserted so you always know where the crop occurred
  4. The AI analyses the truncated log and generates a structured report:
    • Title — concise bug title
    • Steps to Reproduce — ordered list
    • Expected Behavior and Actual Behavior
    • Severity — critical / high / medium / low
    • Code Patches — file path + suggested fix snippet (where detectable)
  5. Review and edit any field in the Auto Bug modal before submitting.
  6. Click Submit to Jira to pre-fill the Jira ticket creation modal with the finalized content, or click Submit to Linear to open the Linear issue creation modal pre-filled with the AI-generated report (requires Linear integration enabled in Settings → Connectors).

AI Pipeline​

The Auto-Bug Generator uses the Dual-Agent (Actor-Critic) architecture:

  1. Analyzer (temperature 0.4) — reads the logs and generates the initial structured report
  2. Critic (temperature 0.0) — validates every field against the raw log evidence; overrides any hallucinated file paths or unsupported claims