Episode Details

This story was originally published on HackerNoon at: https://hackernoon.com/building-a-production-grade-cicd-pipeline-part-2-adding-ai-powered-security-scanning.
Learn how to build an AI-powered CI/CD security pipeline using Trivy, Semgrep, Gitleaks, GPT-4o, and Slack alerts.
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This tutorial extends a production-grade GitHub Actions pipeline by adding layered security scanning with Gitleaks, Semgrep, and Trivy, followed by an AI synthesis stage powered by GPT-4o. Rather than overwhelming engineers with raw scanner output, the pipeline consolidates findings into structured Slack incident reports that prioritize exploitability, remediation effort, and deployment risk.