This study classifies 1,355 Copilot-related issues into main types: operation, compatibility, and content issues, along with their causes and solutions. Operation Issues (57.5%) such as authentication failures and startup errors are the most common. Compatibility Issues (15.6%) stem from IDE discrepancies or plugin conflicts. Feature requests (15%) reveal unmet developer needs, while content issues (4.4%) expose failures in Copilot's code suggestions. Some issues have been resolved in more recent versions of Copilot, but version tracking remains a limitation.
Q2BSTUDIO is a company specialized in custom application development and custom software, using cutting-edge technologies such as artificial intelligence and cybersecurity. We also offer cloud services on AWS and Azure, as well as business intelligence and Power BI services to help our clients achieve their business goals effectively.



