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Prompt to Bug Report

Free online AI bug report generator that converts prompt logs and outputs into structured engineering tickets.

Generate bug report from prompt logs

Generated report (Markdown)

# AI Output Bug: Behavior mismatch

## Summary
Observed output differs from expected behavior.

## Reproduction Steps
1. Open the same model/runtime environment.
2. Submit the prompt below as-is.
3. Compare actual output with expected behavior.

## Prompt
```text
(no prompt provided)
```

## Expected Behavior
(not provided)

## Actual Behavior
(not provided)

## Runtime Context
(not provided)

## Metadata
- Reported at: 2026-02-23T08:56:20.538Z
- Include model name/version and temperature if available.

What problem does this tool solve?

AI defects are hard to reproduce when prompt history and expected behavior are documented inconsistently.

How to use Prompt to Bug Report

  1. Paste the original prompt, model output, and expected result.
  2. Generate structured repro steps, failure summary, and impact details.
  3. Export a clean bug report for triage in issue trackers or team docs.

FAQ: Prompt to Bug Report

What should an AI bug report include for fast triage?

Include prompt, output, expected behavior, model version, and runtime context for reproducibility.

Can this reduce back-and-forth in issue triage?

Yes. Standardized report structure shortens clarification loops between product and engineering teams.

Is this useful for prompt experimentation logs?

Yes. It turns informal prompt notes into actionable, trackable engineering work items.