GitHub promises that this new system can remediate more than two-thirds of the vulnerabilities it finds -- often without the developers having to edit any code themselves. The company also ...

That’s where code analysis and profiling tools and techniques come into play: They let you evaluate your code for errors, bottlenecks and efficient use of processing and memory resources.

Qodana integrates into CI/CD pipelines and with JetBrains IDEs and uses static code analysis to flag code quality, security, and performance issues.