Finding needles in a haystack

I recently did a interview on the Reimagining Cyber Podcast about advancements in the software security industry. I then took some time to think about the Fortify product that I have worked with for so many years.  The pro and the con, what are your thoughts?

OpenText - Fortify

Pros of using source code tools like Fortify for software code quality:

1. Identifying security vulnerabilities: Fortify helps identify security vulnerabilities in source code, such as buffer overflows, cross-site scripting (XSS), and SQL injection. This can help prevent attacks and protect sensitive data.
   
2. Improving code quality: Fortify provides in-depth analysis of source code, helping developers improve the quality and maintainability of the code. This can lead to faster development and reduced time spent fixing bugs.
   
3. Automation: Fortify automates many code quality checks, reducing the time and effort required to manually review code. This can help developers focus on more important tasks and reduce the risk of human error.
   
4. Integration with development tools: Fortify can integrate with development tools such as integrated development environments (IDEs) and continuous integration (CI) pipelines, making it easier to use and incorporate into the development process.
   

Cons of using source code tools like Fortify:

1. False positives: Fortify may produce false positives, indicating security vulnerabilities that don't actually exist. This can lead to wasted time and resources fixing non-existent issues.
   
2. False negatives: Fortify may miss real security vulnerabilities, as it can only identify vulnerabilities it has been programmed to find.
   
3. Resource requirements: Fortify can be resource-intensive and slow down the development process, especially on large codebases.
   
4. Cost: Fortify can be expensive, making it a challenge for smaller organizations or projects with limited budgets.
   

Overall, source code tools like Fortify can be a valuable tool for improving software code quality and identifying security vulnerabilities. However, it's important to understand its limitations and to use it as part of a comprehensive software development process, including manual code reviews and other security measures.