Security Engineering · Cloud & DevSecOps · AI/ML Security
SentinelByte is the technical blog of Dan Cohen Vaxman, a Security Engineer specializing in cloud infrastructure hardening, CI/CD and DevSecOps automation, and AI/ML system security. This is where I publish deep-dive research, hands-on guides, and field notes from securing modern cloud and AI-driven systems.
Articles and guides on cloud architecture, DevSecOps automation, threat modeling, and AI/ML security — written from hands-on engineering experience, for security professionals and engineers working at the intersection of the two.
Cyber & ThreatMFA Bypass (AiTM), Phishing, and deep-dives into modern scam mechanisms like Pig Butchering. |
Cloud & AutomationHardening ML pipelines, CI/CD security audits, and configuration drift automation. |
AI & SystemsDefending Multi-Agent Systems (MAS) and exploring Model Context Protocols (MCPs). |
Security EngineeringInfrastructure as Code (IaC) hardening and practical incident response (IR) strategies. |
An analysis of Cloudflare's approach to scaling AI-powered security reviews beyond pull requests through automated discovery, validation, remediation, and human-in-the-loop workflows.
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“Build defensible systems, automate the boring, and stay ahead of the threat.”