BugPilot - AI Bug Report Enhancer for Azure DevOps

Poor bug reports waste developer time. BugPilot uses AI to transform vague, incomplete bug descriptions into structured, actionable reports with clear repro steps, severity analysis, and missing information detection.

Features

• Two-Pass AI Pipeline (Worker + Judge) -- First pass generates the enhancement, second pass reviews and improves quality. Produces significantly better results than single-pass approaches.
• Structured Repro Steps -- Numbered steps with clear preconditions. Assumptions are flagged with an orange [ASSUMPTION] badge so developers know what needs verification.
• Expected vs Actual Result -- Clearly separated expected and actual behavior extracted from the bug description and comments.
• Severity Suggestion -- AI-recommended severity level with justification based on impact analysis.
• Bug Report Templates -- Select Performance, Security, UI/UX, or API template for domain-specific enhancement prompts and environment checklists.
• Impact Radius Analysis -- Shows affected features, downstream dependencies, user segments, risk factors, and mitigations after enhancement.
• Fix Suggestions -- Ranked fix approaches with code-level hints, files to examine, and estimated effort.
• Smart Auto-Assignment -- Suggests assignees based on historical bug resolution patterns, expertise scoring, and affected area matching.
• Resolution Time Prediction -- Estimates fix time from similar resolved bugs with confidence levels and range (min/median/max).
• Duplicate Bug Detection -- Detects similar open bugs before enhancement to avoid duplicates.
• Bug-to-Regression-Test -- Generate a CasePilot regression test case directly from the enhanced bug report.
• Missing Information Detection -- Checklist of information the reporter should add.
• Root Cause Analysis -- AI-suggested investigation areas based on symptoms.

How It Works

1. Open a Bug -- Navigate to any Bug work item in Azure Boards.
2. Click the BugPilot tab -- The "Bug Report Enhancer" tab appears on every Bug.
3. Click "Enhance Bug Report" -- AI analyzes the title, description, repro steps, comments, and system info.
4. Review the Enhancement -- Expandable sections show each improvement. Review repro steps, severity suggestion, missing info, and more.
5. Apply to Bug -- One click writes the structured repro steps back to the Bug's Repro Steps field. Or copy everything to clipboard.

Project Knowledge

Configure project-specific context in Project Settings > BugPilot Settings to improve enhancement quality:

• Tech Stack -- Your frameworks and tools (helps generate accurate repro steps)
• UI Components -- Component libraries and naming conventions
• Business Rules -- Domain-specific logic and validation rules
• Testing Conventions -- Your team's bug reporting standards

Pricing

All plans include: unlimited users, two-pass AI, project knowledge, wiki integration, clipboard export.

Getting Started

1. Install BugPilot from the Azure DevOps Marketplace.
2. Open any Bug work item -- the "Bug Report Enhancer" tab appears automatically.
3. Click "Enhance Bug Report" to see AI-generated improvements.
4. (Optional) Configure Project Knowledge in Project Settings > BugPilot Settings for better results.
5. Use "Apply to Bug" to write structured repro steps back to the work item.

Privacy and Security

• Bug data is sent to our secure API for AI processing and is never stored permanently.
• No personal data is collected beyond organization ID for usage tracking.
• See our Privacy Policy for full details.

Also from IK Lab

CasePilot — AI Test Case Generator — Generate structured, automation-ready test cases from User Stories with a three-pass AI pipeline. Accessibility detection, drift analysis, mutation score grades.

Support

Questions or feedback? Contact us at support@iklab.dev.