AI Can Decrease Your Productivity If Not Used Correctly
Lessons from using GitHub Copilot for unit testing in a legacy codebase
GitHub Copilot promised to accelerate unit test generation in a legacy PHP codebase. Instead, it produced hallucinated methods, framework mismatches, and Markdown in PHP files — until the team built a Copilot Agent to fix the root cause.