Automate Kubernetes Image Vulnerability Scanning
Security in a cloud-native environment is only as strong as its weakest link. A recent security audit revealed a critical gap: container images were…
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From CI/CD to AI-Powered DevSecOps: Teaching a Local LLM to Analyze Security Reports
In the previous article , I built a complete CI pipeline around a Spring Boot monolith: GitHub → Jenkins → SonarQube → Trivy → Nexus → Docker. I int…
Trivy deep dive Snyk: The Definitive Guide to container scanning for Engineers
In 2024, 78% of container images pushed to public registries contained at least one critical vulnerability, yet 62% of engineering teams still rely…
We Cut 40% of Our Security Incidents Using Trivy 0.50 and Falco 0.40
In Q3 2024, our 12-person platform engineering team reduced confirmed security incidents by 41.7% (from 72 to 42 per quarter) after rolling out Triv…