81% of teams ship broken code: Mythos made that inexcusable

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For years, cybersecurity was a numbers game. Find more vulnerabilities than attackers can exploit. Patch faster than they can move. Stay vigilant and stay ahead.

But what the latest generation of AI models has shown (especially Claude Mythos) is that AI has become dangerously good at understanding how systems actually work together.

It can trace connections across applications, APIs, identities, cloud services, and third-party components. It doesn’t just find bugs. It exploits hidden fault lines across the enterprise and waits for the right moment to trigger the quake.

Meanwhile, most organizations still operate as if shipping code with known security flaws is an acceptable risk. Last year, a staggering 81% of global AppSec leaders who responded to a Checkmarx study said they knowingly ship vulnerable code.

This happens not because the risk is small, but because the volume is overwhelming. Teams do not have the time, capacity, or resources to...

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