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Developer using GitHub Copilot canvas to interact with AI in real-time
AI Tools September 25, 2026 6 min read

Why Chat Is the Wrong UI for AI Development Tools

A growing body of evidence suggests that chat interfaces, while convenient, are ill-suited for complex AI workflows. This article explores how interactive canvases offer a more effective alternative for developers working with AI tools like GitHub Copilot.

GitHub Copilot app displaying a large pull request with over a million lines of code and hundreds of inline comments, rendered smoothly with responsive scrolling and expandable sections
AI Tools September 24, 2026 5 min read

How GitHub Copilot Handles Million-Line Pull Requests

GitHub Copilot has rebuilt its pull request diff surface to handle massive code changes with hundreds of inline comments—enabling smooth, real-time reviews even for extremely large codebases.