code-based testing

Code-Based Testing vs Codeless Testing: Complete Comparison Guide (2026)

Code-based testing uses programming languages to write test scripts offering maximum flexibility and CI/CD integration, while codeless testing uses visual interfaces and record-and-playback tools requiring no programming skills. Choosing between them depends on team skills, project complexity, and long-term maintenance needs.