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Writing on cybersecurity, AI, and software systems.

Personal essays and notes about practical defense, technical incentives, and how modern technology shows up in real work.

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Synfinner

I am Synfinner, a cybersecurity professional focused on practical defense, modern attack surfaces, and secure systems. A lot of my work and writing also lives in AI and LLMs, where I explore model behavior, risk, and real-world implementation strategy.

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