What are the challenges Mythos makes for embedded software teams, and where should they focus their efforts?

In this video, RunSafe Security CTO Shane Fry explains how AI models like Mythos are accelerating vulnerability discovery and creating new security challenges for embedded software and device manufacturers.

The Growing Security Challenge for Embedded Software Teams

As AI models like Mythos accelerate vulnerability discovery across open source and proprietary codebases, embedded software teams are entering a new era of cybersecurity pressure. Platforms like OpenSSL, Curl, Yocto, Zephyr, FreeRTOS, and ThreadX already form the backbone of modern embedded devices, but the increasing speed and scale of vulnerability identification is exposing just how difficult these systems are to secure and maintain.

For many device manufacturers, patching vulnerabilities can take months from disclosure to deployment. At the same time, engineering teams are expected to continue shipping features, improving performance, and supporting long-lived products in the field. This creates a growing tension between innovation and security.

In this discussion, Shane Fry shares why embedded software teams must move beyond reactive vulnerability management and focus on eliminating entire classes of security weaknesses. From memory safety protections and least-privilege architectures to secure development frameworks and exploit mitigation technologies, organizations need scalable approaches that reduce risk across the entire software supply chain — not just one CVE at a time.

CRA Readiness: Which Vulnerabilities Actually Put Your Product at Risk?

Oct 14, 2026

Not Every Vulnerability Poses the Same Risk Finding a CVE is only the first step. For embedded product teams, the real challenge is determining which vulnerabilities actually affect their products, whether they can be exploited, and what action to take. In Part 3 of...

CRA Readiness: Build an SBOM You Can Act On

Sep 14, 2026

Under the Cyber Resilience Act, having an SBOM is only the beginning. Manufacturers need to know exactly what software is in each product release and be able to quickly determine which products are affected when a new vulnerability emerges. For embedded software, that...

Operational Software Assurance

Sep 14, 2026

Security Cannot Stop When Software Ships Critical software can remain deployed for years or even decades. During that time, new vulnerabilities emerge, threats evolve, and AI is accelerating both vulnerability discovery and exploit development. But patching, testing,...