API vulnerabilities span commonly used DevOps tools, with DevOps tools and development frameworks contributing a combined 42.6% to the vulnerability spectrum, according to the report.

IBM is pushing it as a pipeline for building, managing, and running machine learning models through visual tools for each step of the process and RESTful APIs for deployment and management.