Matthew Sweeney on Muck Rack

Matthew Sweeney

As seen in: Color Research & Application, Forbes, Entrepreneur, MDPI, Taylor & Francis Online, ZDNet, Seeking Alpha, The Irish Times, Poetry Magazine, BiggerPockets and
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Articles

How AI Can Map Your System Better Than You Can—Why That Is Concerning

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By Matthew Sweeney
| Forbes
Matthew Sweeney, CPO and cofounder, Gomboc AI. ​One of the more interesting developments in recent months is not just that AI can generate code or detect vulnerabilities, but that it is starting to understand systems in a much deeper way. Projects like Mythos point in that direction. They are not simply scanning for known issues or patterns. They are reasoning across environments, mapping relationships between services, identifying dependencies and surfacing how different components interact.
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Why Production Remediation Demands Determinism, Not Just Intelligence

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By Matthew Sweeney
| Digital IT News
The promise is intoxicating: an AI agent watches your cloud, finds vulnerabilities, and fixes them autonomously. The demos look magical. The roadmaps imply that this future is a quarter or two away. For security and platform teams drowning in misconfigurations and CVEs, that promise is hard to resist. But there is a quiet problem at the heart of it that the demos rarely surface. The same input does not always produce the same fix.
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The Shift From Static Security Tools To Prompt-Driven Engineering

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By Matthew Sweeney
| Forbes
Matthew Sweeney, CPO and cofounder, Gomboc AI. For decades, engineering security workflows followed a pattern: Static analysis tools scanned codebases and generated findings for developers to review. SAST and DAST analyzed applications to surface vulnerabilities that engineers investigated and remediated manually. Tools identified problems, and developers performed the work.
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