Code scanning plays a crucial role in improving software quality and security, especially in modern development workflows. By automatically analyzing source code, it helps identify bugs, vulnerabilities, and poor coding patterns early—before they turn into costly production issues.
Integrating code scanning into CI/CD pipelines allows teams to catch problems at the pull request stage, enforce consistent coding standards, and reduce technical debt over time. It also supports faster releases by giving developers immediate, actionable feedback without relying solely on manual reviews.
Overall, adopting code scanning helps teams build more secure, reliable, and maintainable software while keeping development velocity high.