How JFrog’s AI-Research Bot Found OSS CI/CD Vulnerabilities to Prevent Shai Hulud 3.0
March 05, 2026
Recent incidents have proven that Continuous Integration (CI) workflows are the new battleground for software supply chain attacks. Security Pitfalls in GitHub Actions workflows, such as the unsanitized use of pull request (PR) data, can allow attackers to execute malicious code during CI runs with devastating consequences. For example, the high-profile “S1ngularity” attack on the …