PieR: PR Classification Tool for Root Cause Analysis

PieR is a pull request (PR) classification tool that categorizes PRs by issue origin—requirement, design, or implementation phase—and by type, such as bug fix or new feature. It empowers teams with data-driven insights into recurring issues to drive continuous improvement. Root Cause Analysis: Classifies PRs by phase to pinpoint issue origins. Detailed PR Types: Tracks types like bug fixes and features for resource allocation. Preventative Insights: Helps prevent recurring issues by targeting root causes.

Phase-Based Classification: Classifies PRs by the development phase (requirement, design, implementation) of the originating issue. Categorization Engine: Automatically assigns PRs to specific types such as "bug fix," "new feature," or "security update" based on metadata and code analysis. Analytics Dashboard: Provides visual summaries and metrics on PR distribution by phase and type, supporting team retrospectives and quality assurance efforts.

Platform Compatibility: Integrates with popular source control platforms like Azure DevOps. API Access: Requires read-access APIs to access PR data and metadata.

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