QE Defect Intelligence

Purpose

Guide the use of v3's defect intelligence capabilities including ML-based defect prediction, pattern recognition from historical data, and automated root cause analysis.

Activation

• When predicting defect-prone code
• When analyzing failure patterns
• When performing root cause analysis
• When learning from past defects
• When prioritizing testing based on risk

Quick Start

# Predict defects in changed code
aqe defect predict --changes HEAD~5..HEAD