Maximizing Code Quality: Key Metrics for Developers in CI/CD and DevOps for Reliable and Efficient Software Delivery
Sachin Agarwal
DevOps Specialist at Comcast | Databee | Author | DevOps Enthusiasts | Ex-Deloitte | Ex-IBM #AWS Certified #CKA #DevOps #Freelance #Trainer #Mentor #Blogger
Metric 1: Code Coverage Percentage
Summary: Ensuring over 80% of your code is covered by tests is crucial for reducing bugs and maintaining high software quality.
“Striving for a code coverage percentage greater than 80% is essential in CI/CD pipelines to catch bugs early and ensure robust software delivery. ”
Metric 2: Technical Debt Ratio
Summary: Keeping the technical debt ratio below 5% is essential for maintainability and future-proofing your code.
“Maintaining a technical debt ratio of less than 5% ensures smoother DevOps processes, enabling faster releases and easier maintenance. ”
Metric 3: Number of Bugs
Summary: Aim for zero bugs to ensure functional integrity and a seamless user experience.
“Aiming for zero bugs is crucial in DevOps for continuous delivery, ensuring functional integrity and enhancing user satisfaction. ”
Metric 4: Security Vulnerabilities
Summary: Minimising security vulnerabilities is crucial for protecting your application and user data.
“Addressing security vulnerabilities promptly in CI/CD helps safeguard applications and user data, ensuring secure deployments. ”
Metric 5: Code Smells Count
Summary: Reducing code smells improves code readability and maintainability.
“Minimizing code smells enhances readability and maintainability, streamlining DevOps workflows and reducing technical debt. ”
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Metric 6: Duplications Percentage
Summary: Keeping duplications below 3% streamlines your code and reduces redundancy.
“Reducing code duplications to less than 3% eliminates redundancy, making CI/CD pipelines more efficient and maintainable. ”
Metric 7: Security Hotspots Reviewed
Summary: Reviewing 100% of security hotspots ensures comprehensive risk assessment.
“Reviewing all security hotspots is critical in DevOps for comprehensive risk management and secure software delivery. ”
Metric 8: Complexity Metrics
Summary: Keeping cyclomatic complexity under 10 simplifies your code and reduces potential errors.
“Maintaining cyclomatic complexity below 10 simplifies code, reducing potential errors and enhancing CI/CD efficiency. ”
Metric 9: Coding Rules Compliance
Summary: Adhering closely to coding rules ensures consistency and quality.
“Achieving high compliance with coding rules ensures consistency, improving DevOps collaboration and code quality. ”
Metric 10: Quality Gate Status
Summary: Passing the quality gate is an overall indicator of a healthy codebase.
“Passing the quality gate in CI/CD indicates a healthy codebase, ensuring reliable and maintainable software delivery. ”
Source: Web
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