Impact of Develops Testing Practices Adoption on Software Testing

Authors

  • Mr. Rasheed N K
  • Dr. G Radhamani

Keywords:

DevOps Testing, Improving Software Testing, Efficiency Testing, Software Development Industry, Software Testing Lifecycle.

Abstract

The rapid evolution of software delivery models has accelerated the adoption of DevOps practices, emphasizing speed, collaboration, and continuous integration. However, traditional software testing methods often struggle to align with DevOps principles, leading to quality bottlenecks, delayed feedback, and increased defect leakage. This research investigates the impact of DevOps testing practice adoption on software testing efficiency, quality assurance, and overall delivery performance. A novel DevOps-Driven Continuous Testing Framework (DCTF) is proposed, integrating four key components—shift-left testing, automation, continuous feedback, and cultural alignment—to address existing challenges. The framework promotes early defect detection, real-time feedback loops, and cohesive team collaboration, ensuring faster and more reliable releases. Empirical evaluation through simulated CI/CD environments demonstrates measurable improvements in defect density, test coverage, and deployment success rates. The findings confirm that adopting DCTF enhances software quality and operational resilience while fostering a quality-centric DevOps culture. This study contributes to both academia and industry by providing a structured methodology and a validated model for integrating continuous testing within modern DevOps pipelines.

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Published

2026-11-04

How to Cite

N K, M. R., & Radhamani, D. G. (2026). Impact of Develops Testing Practices Adoption on Software Testing. International Journal of Artificial Intelligence and Machine Learning, 6(14s), 115–127. Retrieved from https://svedbergopen.com/index.php/ijaiml/article/view/3140