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Category: AISec

The Future Security Engineer: Why AI Makes Secure-by-Design More Important Than Ever

Over the last two years, a consistent narrative has taken hold across the software industry: AI will write the code, review pull requests, perform architecture reviews, conduct threat modelling, and ultimately secure applications. Recent industry data supports that direction. In GitLab’s 2026 Global DevSecOps research, 76% of respondents believe AI-assisted coding will require more engineers rather than fewer, and 43% rank implementing…

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The Reality Shift in Vulnerability Management

The Signal Behind the Noise Skepticism toward AI security announcements is reasonable. The industry has seen enough hype. But this shift is not about positioning. It is about volume, capability, and what you can measure in your own programme. We are entering a phase where vulnerability remediation becomes the dominant constraint. Whether AI is the trigger or the accelerator does…

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