AI-Generated Code: How to Move Fast and Not Break Things

There is a real shift in how enterprises approach software risk management in the age of generative AI. Software engineering teams are rapidly adopting AI coding assistants. Meanwhile, legal and risk management teams are concerned with fragments of open source libraries being embedded in proprietary codebases. How will enterprises balance legal confidence and developer experience? Software Composition Analysis solutions with open source software (OSS) snippet detection offer the answer, but the detection methods and workflows vary widely; making it difficult to navigate and choose the best-fit solution.

In this article series, we unpack this critical topic and give you guidance to choose a solution that works for legal and compliance teams without impeding development teams.

Mitigate AI-Coding Risks with OSS Snippet Detection

Not long ago, “move fast and break things” was celebrated for its positive impact on the innovation process. Fast-forward to today, AI-assisted software development is reshaping our software development workflows, and “move fast without breaking things”…

Effective Methods of OSS Snippet Detection

As discussed in part one of this five-part series, enterprise software teams have rapidly adopted AI coding assistants to accelerate development, leading to a new challenge: managing the security, legal, and operational risk posed by generative AI…

Integrate OSS Snippet Detection without Disrupting Developer Experience

“Shift left” has become a central theme in software development, but doing it well requires more than just early alerts or notifications. Developers need tools embedded into their natural environment and feel like an extension of their everyday workflow…

Flexible Configuration and Automation are Key to OSS Snippet Detection Success

In this follow-up post, we dive a little deeper into two factors that makes compliance and snippet detection work at scale: 1) flexible configuration and 2) automation. If you manage development teams, juggle multiple services or platforms…

Vulnerable Snippet Detection is the AppSec Advantage You Didn’t Know You Needed

Let’s face it: modern development is fast, modular, and increasingly dependent on open source. If you’re here, reading this, we don’t need to preach that to you! Whether you’re building a mobile app, embedded software, cloud-native infrastructures…

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