14h ago · 4 min read · Three days. One laptop with 3.8GB of RAM. Hundreds of errors. Zero giving up. That's the story of SENTINEL — an Automated Kubernetes Security Posture Engine I built from scratch as a self-taught 17-ye
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2d ago · 22 min read · In Part 1 of this series, we cover OS command injection vulnerabilities from a developer's perspective. We looked at secure coding approaches with ProcessBuilder, whitelist-based validation strategies
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2d ago · 11 min read · A friend of mine runs security at a mid-market fintech. Last month she got asked a question by her board that should have been trivial: "How many AI models are in production at our company, and where did they come from?" She had a vendor-provided AIB...
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3d ago · 11 min read · A founder I know spent last Tuesday night debugging what he thought was a Claude bug. He'd wired up Claude Code to his repo with the default shell tool, asked it to "scan this codebase for secrets and SQL injection," and watched it confidently produc...
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3d ago · 11 min read · On May 7, 2026, Snyk announced it has embedded Anthropic's Claude into the Snyk AI Security Platform. The partnership puts Claude's reasoning at the center of vulnerability discovery, prioritization, and automated remediation — directly inside the de...
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3d ago · 10 min read · Every week I track what actually matters in Cloud, DevOps, Linux, and AI infrastructure so you don't have to doomscroll through a hundred changelog posts. This is OverflowByte Weekly. This wasn't a q
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