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<p>Azure container services are everywhere. Their attack surface? Often overlooked. In Part 1 of this blog series, we walk through offensive techniques targeting registries, token keys, and container instances in Azure.</p>

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<p>The CVE brain your AI agent has been missing. In this blog, we introduce Vulnify, an open-source tool that stitches eight authoritative vulnerability databases into a single offline source of truth for CVE intelligence.</p>

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<p>What if your public repo could stay out of AI training data without changing how you commit? In this blog, we introduce ObfusGit, a Python tool that obfuscates your public copy while your local repo stays untouched."</p>

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<p>The work is not new. The speed is. In this blog, we're outlining how existing security pillars apply to the AI your organization has already adopted; no new doctrine, new team, or new budget line required.</p>

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<p>As it turns out, local LLMs have a few opinions about large workflows. In this blog, we walk through the scaling challenges of local LLMs and the custom Python library he built to wrangle them.</p>

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