Name: Integrating SAST into GitHub Actions Pipeline
Author: mukul975

Integrating SAST into GitHub Actions Pipeline

This skill covers integrating Static Application Security Testing (SAST) tools—CodeQL and Semgrep—into GitHub Actions CI/CD pipelines. It addresses configuring automated code scanning on pull requests and pushes, tuning rules to reduce false positives, uploading SARIF results to GitHub Advanced Security, and establishing quality gates that block merges when high-severity vulnerabilities are detected.

mukul9754,535 starsApr 6, 2026

Occupation
Categories: CI/CD

When to Use

When development teams need automated code-level vulnerability detection on every pull request
When security teams require consistent SAST enforcement across all repositories in an organization
When migrating from manual or periodic security reviews to continuous security testing
When compliance frameworks (SOC 2, PCI DSS, NIST SSDF) require evidence of automated code analysis
When multiple languages coexist in a monorepo and need unified scanning under one workflow

Do not use for runtime vulnerability detection (use DAST instead), for scanning third-party dependencies (use SCA tools like Snyk), or for infrastructure-as-code scanning (use Checkov or tfsec).

Prerequisites

GitHub repository with GitHub Actions enabled
GitHub Advanced Security license (required for CodeQL on private repos; free for public repos)
Semgrep account for managed rules and Semgrep App dashboard (free tier available)
Repository code in a supported language: Python, JavaScript/TypeScript, Java, C/C++, C#, Go, Ruby, Swift, Kotlin

When to Use

When development teams need automated code-level vulnerability detection on every pull request
When security teams require consistent SAST enforcement across all repositories in an organization
When migrating from manual or periodic security reviews to continuous security testing
When compliance frameworks (SOC 2, PCI DSS, NIST SSDF) require evidence of automated code analysis
When multiple languages coexist in a monorepo and need unified scanning under one workflow

Do not use for runtime vulnerability detection (use DAST instead), for scanning third-party dependencies (use SCA tools like Snyk), or for infrastructure-as-code scanning (use Checkov or tfsec).

Prerequisites

GitHub repository with GitHub Actions enabled
GitHub Advanced Security license (required for CodeQL on private repos; free for public repos)
Semgrep account for managed rules and Semgrep App dashboard (free tier available)
Repository code in a supported language: Python, JavaScript/TypeScript, Java, C/C++, C#, Go, Ruby, Swift, Kotlin

Integrating SAST into GitHub Actions Pipeline

When to Use

Prerequisites

Integrating SAST into GitHub Actions Pipeline

When to Use

Prerequisites

Workflow

Step 1: Configure CodeQL Analysis Workflow

Github

Openclaw Parallels Smoke

Update Screenshots

Azure Pipelines

Deployment Patterns

Deployment Patterns