Menu

Post image 1
Post image 2
1 / 2
0

I Scanned a Vulnerable Kubernetes Cluster with 9 Engines — The AI Filter Caught Everything

DEV Community: devsecops·Lucky·4 days ago
#zWR523ee
Reading 0:00
15s threshold

I run Debuggix, a free security scanner that runs 9 engines in parallel. For Episode 3 of our "Verified or Not" series, we scanned Kubernetes Goat — a deliberately vulnerable K8s cluster designed for security training. Here's what happened. The Scan Kubernetes Goat is a massive repo. Multiple Dockerfiles, infrastructure configs, Python scripts, shell scripts — the kind of project that makes scanners light up like a Christmas tree. I pasted the URL into Debuggix and let all 9 engines rip: Semgrep, Bandit, Gitleaks, TruffleHog, Trivy, ESLint, Hadolint, Checkov, OSV-Scanner. The Raw Results 134 total findings 2 critical 32 high 33 medium 14 low A traditional scanner would dump all 134 on you and call it a day. What Debuggix Did Differently The AI filter cross-referenced every finding against the project's README. It saw phrases like "deliberately vulnerable" and "security training" — and correctly classified all 134 findings as intentional.…

Continue reading — create a free account

Join HashtagPLUS to read full articles, follow hashtags, vote, and join the conversation.

Read More