2025 Code Review

Code reviews ensure structural code quality and should be performed frequently throughout the stages of software development. This might mean different things depending on the individual project/team but some typical quality checks include:

• Coding standards
• Unit tests passing
• User input cleansing
• Memory leaks
• Vulnerabilities
• Optimizations

Code reviews should be performed by a trusted developer with applicable programming knowledge. This person need not have thorough subject-matter knowledge on the science topic.

Tools such as linters can automate parts of code review, freeing the human reviewer to focus on the substance of the code. For more information, refer to the automation section on the (Refer to Test).