Solving The 1,000-Vulnerability Backlog Problem
How security teams escape the four-figure vulnerability backlog using reachability analysis, automated PRs, and AI-driven triage that actually scales.
Deep dives, practical guides, and incident analyses from engineers who build Safeguard. No fluff, no vendor FUD — just what you need to ship secure software.
How security teams escape the four-figure vulnerability backlog using reachability analysis, automated PRs, and AI-driven triage that actually scales.
Catching risky dependencies after they reach production is expensive. PR-time policy gates stop them at the cheapest moment, with the right context and reviewer attention.
A walkthrough of a CycloneDX 1.6 JSON document — metadata, components, services, dependencies, and vulnerabilities — with a real snippet and what to check first.
Penetration testing simulates real attacks to prove exploitability, not just list CVEs. Here's how it works, what it costs, and how often it's required.
How dependency confusion attacks exploit registry name collisions to run attacker code inside corporate networks, from Alex Birsan's 2021 research to the 2022 PyTorch breach.
Vulnerability scanning automatically checks code, dependencies, and infra against known-flaw databases like the NVD. Here's how it works and why reachability matters.
Aqua Security found nearly 37,000 GitHub repos vulnerable to repojacking, including Google and Lyft. Here's how the attack works and how Safeguard catches it.
Vulnerability management turns thousands of CVEs into a ranked, fixable backlog. Here's how the lifecycle, prioritization, and standards actually work.
Signing tells you where a container image came from; scanning only tells you what's inside it. Here's how image signing works, how Aqua handles it, and what a complete solution needs.
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