Open source software has the potential to be very secure. Unlike proprietary code that can only be accessed directly by its own developers, anyone can vet open source projects to spot flaws and bugs. In practice, though, being open source is no panacea. Now, code repository GitHub is rolling out new tools for its GitHub Advanced Security suite that will make it easier to root out vulnerabilities in the open source projects managed on its platform.

Open source code present a few security challenges. In practice there aren’t always enough people with the right expertise looking at it. And open source projects are generally ad hoc; they don’t necessarily have a clear process in place for people to submit vulnerabilities, or the resources available for someone to patch them. Even if you surmount those hurdles, you may not know who’s actually using your open source code and needs a patch.

“A lot of what we talk about is there’s a vulnerability, what’s the workflow for that vulnerability, now it gets addressed,” says Jamie Cool, vice president of product for security for Microsoft-owned GitHub. “But the nirvana is you don’t introduce the vulnerability to begin with. You stop it from ever showing up. It really seems like this is a problem we should be able to help developers not introduce again and again, but by and large we haven’t succeeded at that as a software industry yet.”

In September, GitHub acquired the code scanning tool Semmle as part of a plan to help the GitHub community catch common security flaws automatically. Advanced Security includes this service, calling out which line of code contains a potential vulnerability, why it might be exploitable, and how to fix it. In addition to this automatic scanning, Semmle’s technology can also be used manually by security researchers. GitHub’s goal is to use Advanced Security as both a warning system for developers and a built-in framework for bug hunters to find and report additional issues.

GitHub Advanced Security also includes tools that scan user “repositories,” essentially the folder where they store their development projects, for secret data like passwords and private keys that shouldn’t be exposed and accessible. GitHub works with a number of partners, including Amazon Web Services and Alibaba, to understand the characteristics of their authentication tokens and spot them automatically. The feature has already been available to public repositories for a couple of years, but today GitHub is also adding support to scan private repositories as well. GitHub says that eight percent of active public repositories had a secret exposed in them during the last month alone.

With these new tools, GitHub is working to address security issues at a vast scale. Though not all open source projects rely on GitHub, the majority do, and the platform is as much a social network for the community as a development tool. By offering features like Advanced Security, GitHub can create an environment where more projects in the diverse landscape of open source have access to the same types of tools large companies build to improve and safeguard their proprietary code.

“The truth is for most maintainers they become maintainers by accident,” says GitHub CEO Nat Friedman. “They make something, it becomes widely used and then suddenly they’re in this position of responsibility with regards to computer security—maybe for banks, for governments. They may not have a background in security and yet we have to make sure that the code they publish is secure. So the challenge is to make it automatic and make it natural.”

Though catching more security flaws across GitHub projects is crucial, the interconnected nature of software today still poses security challenges. Rather than writing every function and component from scratch, virtually every software product contains a mix of proprietary code and open source components. Your fitness tracker and smartphone, not to mention your car, all contain open source elements from numerous developer projects in addition to the hardware and software created by the name brand.

Local domestic helper.