OX Security Flags Only Vulnerabilities That Reach Production

Your security scanner just found 10,000 vulnerabilities. Congratulations. Now comes the hard part: figuring out which ones could actually hurt you.

That’s the issue facing all application security teams: you end up with a huge backlog of vulnerabilities simply because the tools can find them.  They aren’t, however, very helpful in helping you determine which findings represent a path to compromise. For example, a library with a vulnerability might be in an application, but why go through the effort of patching it if that library is never going to be executed in a running workload?

With OX Security’s Active Application Security Posture Management (ASPM) solution, the focus is on correlating information across the entire software development lifecycle and determining which vulnerabilities are deployed and reachable in production systems. This gives you a much smaller list of issues that security teams can prioritize.

The vulnerabilities that don’t matter 

While the distinction seems pretty obvious, traditional application security tooling doesn’t do a good job helping you figure out which of the thousands of dependencies you’re using contain vulnerabilities that are exploitable in your specific environment. Let’s say you’re using 1,000 libraries that each contain a vulnerability. 

Do you really want to prioritize patching them all, even though your application uses only a few of the functions contained within them? What if the vulnerable code wasn’t deployed in the first place? What if it was only deployed to staging? The answer to all of these questions depends on understanding which vulnerabilities are actually reachable.

As OX explains with an example on their ASPM product overview page, an app can have 150 vulnerable libraries. With reachability analysis, however, you may find that the app might have only 12 vulnerable libraries that are actually reachable in production. While the other 138 libraries are also vulnerable, they represent a different level of risk.

The difference between asking “how many vulnerabilities” and “which vulnerabilities can be exploited” is key to prioritization.

Finding the real attack path 

That distinction becomes particularly important in modern cloud-native environments, where applications are assembled from layers of third-party libraries, internal services, APIs, and infrastructure components. A vulnerability in one dependency doesn’t automatically give an attacker a route into the application.

The vulnerable function may never be called, the affected package may sit outside the production build, or another control may prevent the relevant path from being exposed. Without that context, security teams can end up spending their limited remediation time on problems that pose little immediate risk while more consequential attack paths remain buried in the backlog. 

Reachability analysis allows you to know whether a vulnerability can be exploited. OX achieves that by tracing execution paths across applications, dependencies, APIs, and microservices to determine if a particular piece of code can actually be reached. 

For security teams drowning in findings, that can turn vulnerability management from an exercise in counting into an exercise in prioritization.

From code to production 

Once you know whether or not a vulnerable component is reachable, the next question is how that component got there in the first place, and that’s where OX’s broader approach becomes particularly useful.

With OX’s Active ASPM approach, the platform maps code, dependencies, builds, repositories, CI/CD, and cloud environments to create an end-to-end view. This context is important because vulnerabilities don’t suddenly become exploitable just because a scanner detected them. They become exploitable as the software moves through the development lifecycle and becomes part of a production workload.

To make that process visible, OX offers a CI/CD module that lets you see how code is moving through the build pipeline. As opposed to waiting for the finished application to enter a security queue, you can set security policies to automatically check if certain actions are allowed during the development process. The point is to avoid security theater and instead trace a trail of evidence showing where your software came from, where it went, and if it is reachable after deployment.

The AI code problem

That also helps with security debt. You can’t fix everything, so you have to prioritize vulnerabilities that have a route into production. The growing prevalence of AI-assisted coding makes that problem even worse. If you use AI coding assistants to generate code, you’ll probably increase the number of dependencies, components, and code overall. That’s going to create more opportunities for security vulnerabilities. OX’s VibeSec module is meant to help secure code generated with AI, as well as code that will eventually run in production.

The interesting part is that OX is trying to figure out how to connect security with the increasingly automated processes that are now being used to create software. When OX announced its $60 million Series B round in May 2025, the company claimed it had already started processing over 100 million lines of code per day for nearly 200 customers. That shows how big the problem is. More security alerts won’t solve the problem.

In conclusion, what we need is a way to tell which findings are truly risky. That’s what Active ASPM is about. By combining pipeline mapping, reachability analysis, and contextual security data, OX is attempting to close the gap between “this software contains a vulnerability” and “this vulnerability is a problem for us.” For application security teams, that’s a meaningful shift. A backlog of 10,000 items is an unwieldy inventory. In contrast, a dozen reachable vulnerabilities that have a direct path to production is something you can actually tackle.