Independent tool review

GitHub Copilot

AI coding assistant for completion, chat, and repository-aware development work.

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Our verdict

Most useful when treated as a fast collaborator for routine code and exploration, with tests and review still deciding what is safe to ship.

Where GitHub Copilot fits

GitHub Copilot is most useful for developers writing code every day. Start with one repeatable job and only expand the setup after it proves useful in your real workflow.

  • Draft repetitive code and tests
  • Explain unfamiliar repository sections
  • Explore implementation options inside an editor

What it does well

  • Fits directly into common coding workflows
  • Useful repository and editor context
  • Reduces time spent on routine code

What to consider

  • Generated code still needs review and testing
  • Quality varies with context and task clarity
  • Can encourage accepting code before understanding it

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