3 articles that week
Security Boulevard, Wednesday, January 7th, 2026
As AI becomes embedded in everyday development workflows, the security model for applications is shifting fast - and not always in ways teams are prepared for. James Wickett, CEO of DryRun Security, breaks down why 'AI everywhere' is forcing organizations to rethink what application security should look like when developers are shipping faster than ever.
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The Pragmatic Engineer, Monday, January 5th, 2026
In this episode, we discuss how AI is changing software development: the shift from deterministic to non-deterministic coding; where generative models help with legacy code; and the narrow but useful cases for vibe coding. Martin explains why LLM output must be tested rigorously, why refactoring is more important than ever, and how combining AI tools with deterministic techniques may be what engineering teams need.
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Security Boulevard, Monday, January 5th, 2026
Welcome to the first episode of the Shared Security Podcast in 2026! As AI becomes increasingly integrated into technical fields such as software development and cybersecurity, traditional entry-level roles are evolving or disappearing.
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