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Contributing Writer
I'm a hands-on engineer and architect of complex solutions, at the crossroads of offensive security, applied artificial intelligence and DevSecOps. Ever since I started my first company right out of high school, I've designed and shipped my own software under real-world constraints: first packaged with Microsoft on Windows through the Desktop Bridge, today deployed as AI-driven cloud-native platforms for real users. What truly sets my work apart is the way I engage with people. On every consult
Continuous integration and delivery changed the tempo of software. Teams merge dozens of times a day, infrastructure is redefined on every commit, and a new build can reach production in minutes. Security testing never caught up with that tempo. It still lives in two modes that both fight the pipeline instead of moving with it. [โฆ]
Aug 12, 2026 ยท 3 min