Prepare your pipeline for AI-discovered zero-days

What this post added

This post details the evolution of AI-assisted features in DevSecOps by introducing AI-driven security vulnerability detection and remediation within the CI/CD pipeline. It describes how AI models can identify zero-day vulnerabilities, assess their reachability and exploitability, and automate remediation suggestions. The post emphasizes the importance of embedding these capabilities directly into the pipeline as the enforcement point for security policies, ensuring that fixes are proposed, reviewed, and merged through the same auditable process as human-authored code. It highlights the need for security to run at the speed of AI coding and outlines what a 'ready pipeline' looks like in this new paradigm, including automated triage, policy enforcement at the point of change, and AI-assisted remediation.