GitHub Expands Application Security with AI-Powered CodeQL Detections

GitHub Blog·medium signal

GitHub announced that CodeQL and AI-powered detections now work together in GitHub Code Security to identify vulnerabilities across more languages and frameworks than either could alone. This expands automated vulnerability detection in CI/CD pipelines, particularly relevant as supply chain attacks (LiteLLM, Trivy) escalate. AI detections complement traditional SAST to catch vulnerability patterns that static rules miss.