Developer Preferences for AI Coding Tools

Developers are increasingly adopting AI tools, with GitHub Copilot and ChatGPT being widely used, and preferences often vary based on specific development roles and tasks.

The top 3

  1. Top 3 AI Tools for Frontend Development: GitHub Copilot is widely adopted for boilerplate code, ChatGPT assists with component ideas, and specialized tools like Google Stitch help turn ideas into prototypes for frontend development.
  2. Best AI Assistants for Backend & API Development: For backend and full-stack developers, Claude Code is favored for multi-file work and complex changes, while GitHub Copilot helps reduce boilerplate and write test suites.
  3. Preferred AI for Data Science & Machine Learning Code: For data science and ML, GitHub Copilot is valued for boilerplate and syntax recall within Jupyter Notebooks, while Google's Vertex AI and Databricks Assistant offer integrated AI capabilities for their respective cloud and lakehouse platforms.

Sources

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