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How to Improve Claude Code Performance with Automated Testing

Towards Data Science Eivind Kjosbakken April 24, 2026
How to Improve Claude Code Performance with Automated Testing
AI Summary— plain English for professionals

# Claude AI Can Write Better Code When You Test It Automatically If you use Claude to help write software code, you can get much better results by setting up automated tests—basically, automated checks that verify the code works correctly. This feedback helps Claude understand what went wrong and improve its suggestions the next time, similar to how a student improves after getting graded assignments back. It's a practical workflow for anyone using AI coding assistants who wants more reliable results.

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