Common Problems with GitHub Copilot (And How to Solve Them)
6 Jun 2025
An in-depth analysis of 1,355 GitHub Copilot issues reveals key problems, causes, and solutions—and what Copilot’s team should improve next.
How Effective Is GitHub Copilot?
6 Jun 2025
What do developers and studies say about GitHub Copilot? We break down research on code quality, productivity, and security in real-world use.
How GitHub and Stack Overflow Data Were Verified for Research Accuracy
5 Jun 2025
We address threats to construct, external validity, and reliability in our Copilot study using multiple data sources and consensus-based data labeling. ⚡ TLDR
Exploring User Needs and Satisfaction with GitHub Copilot
5 Jun 2025
Research shows Copilot alters coding workflows, increasing code verification time and emphasizing the need for clear code explanations and flexible AI features.
How Copilot Can Better Serve Developers
5 Jun 2025
Users want more Copilot customization, better code quality, simpler setup, broader IDE support, and attention to IP and privacy concerns.
How Developers Stay in Control While Using Copilot
4 Jun 2025
Learn how to use GitHub Copilot effectively—maintain control, improve code quality, and avoid platform issues with these research-backed insights.
11 Proven Solutions to Common GitHub Copilot Problems
4 Jun 2025
Discover 11 solution types used to fix GitHub Copilot problems—based on 497 real cases across bugs, settings, versions, features, and more.
The 16 Main Reasons Why GitHub Copilot Breaks
4 Jun 2025
Explore 391 GitHub Copilot issues categorized into 16 root causes, from internal errors to IDE incompatibility and user misconfigurations.
How Developers Struggle with Copilot (And What GitHub Has Fixed)
3 Jun 2025
Explore 1,355 GitHub Copilot issues categorized by type, cause, and fix—plus insight into feature requests and what’s been resolved by GitHub.