Static Application Security Testing (SAST)
Integrate SAST tools into your workflows to automatically identify security vulnerabilities in your code before deployment.
Static Application Security Testing (SAST) is a free DevOps Bootcamp lesson on CoddyKit — lesson 3 of 4. You can read the complete lesson below for free — then practise it hands-on in the browser with a built-in code editor and a 24/7 AI tutor. It is part of the DevOps Bootcamp learning path, one of 4 lessons in the course, and your progress syncs across the web and the CoddyKit app.
What is SAST?
Welcome to Static Application Security Testing (SAST)! SAST is a crucial part of securing your code early in the development process.
Think of SAST as a 'white-box' testing method. It examines your application's source code, bytecode, or binary code without actually running the application.
- Static: Analyzes code at rest.
- Application: Focuses on your software.
- Security: Aims to find vulnerabilities.
How SAST Works
SAST tools work by scanning your code for known patterns of security vulnerabilities. They analyze:
- Data Flow: How data moves through your application.
- Control Flow: The order in which instructions are executed.
- Structural Flaws: Poor coding practices or misconfigurations.
This deep analysis helps identify issues like SQL injection, cross-site scripting (XSS), and insecure direct object references (IDOR).
Why SAST is Crucial
Integrating SAST into your CI/CD pipeline offers significant benefits:
- Early Detection: Finds vulnerabilities before deployment, when they are cheapest to fix.
- Improved Security Posture: Helps developers write more secure code from the start.
- Compliance: Assists in meeting various security standards and regulations.
Catching issues early prevents costly fixes and potential breaches down the line.
Common SAST Tools
There are many SAST tools available, both open-source and commercial. Some popular ones include:
- GitHub CodeQL: GitHub's native SAST engine.
- SonarQube: A widely used platform for continuous code quality and security.
- Bandit: A security linter for Python projects.
- Snyk Code: Integrates security into developer workflows.
For GitHub Actions, CodeQL is often the easiest to integrate as it's built-in.
SAST in GitHub Actions
You can integrate SAST tools directly into your GitHub Actions workflows. This means every time you push code or open a pull request, your code can be automatically scanned for vulnerabilities.
This allows for continuous feedback, empowering developers to fix security issues as they arise, rather than waiting for a later stage.
CodeQL Setup in Workflow
Let's look at a basic GitHub Actions workflow snippet to set up CodeQL. This action runs automatically on pushes and pull requests to scan your code.
The github/codeql-action/init@v3 step prepares the CodeQL environment.
name: CodeQL Scan
on:
push:
branches: [ main ]
pull_request:
branches: [ main ]
jobs:
analyze:
runs-on: ubuntu-latest
steps:
- name: Checkout repository
uses: actions/checkout@v4
- name: Initialize CodeQL
uses: github/codeql-action/init@v3
with:
languages: javascript, python
# ... more steps for building and analyzingRunning the CodeQL Analysis
After initializing CodeQL, you need to build your code (if applicable) and then run the analysis. The autobuild step can often handle common build processes for you.
Finally, the analyze step uploads the results to GitHub Security tab.
# ... previous steps from last scene
- name: Autobuild
uses: github/codeql-action/autobuild@v3
# This step attempts to build your code (e.g., Maven, npm)
# If your project has a complex build, you might need a custom build step.
- name: Perform CodeQL Analysis
uses: github/codeql-action/analyze@v3Understanding SAST Reports
Once a SAST scan completes, it generates a report. In GitHub, CodeQL findings appear directly in your repository's 'Security' tab and as annotations in pull requests.
These reports typically include:
- Vulnerability Type: What kind of issue it is.
- Severity Level: Critical, High, Medium, Low.
- Location: File and line number in your code.
- Remediation Guidance: How to fix the vulnerability.
Best Practices for SAST
To get the most out of SAST:
- Integrate Early: Scan code as soon as possible.
- Automate Scans: Run SAST on every push or PR.
- Prioritize Findings: Focus on critical and high-severity issues first.
- Educate Developers: Help your team understand and fix common vulnerabilities.
Regularly reviewing and refining your SAST configuration is also key.
SAST Knowledge Check
Static Application Security Testing (SAST) is a powerful tool for securing your applications. Which of the following best describes a key characteristic of SAST?
Recap: SAST in Your Pipeline
In this lesson, we explored Static Application Security Testing (SAST). We learned that SAST analyzes your code without running it, finding vulnerabilities early in the development cycle.
We covered how SAST tools work, their benefits, and how to integrate a powerful tool like GitHub CodeQL into your GitHub Actions workflow. By adopting SAST, you significantly strengthen your application's security posture.
Frequently asked questions
Is the “Static Application Security Testing (SAST)” lesson free?
Yes — the full text of “Static Application Security Testing (SAST)” is free to read here on the web, and the DevOps Bootcamp course includes 4 lessons in total. To practise it interactively (a built-in code editor and a 24/7 AI tutor) and unlock the rest of the DevOps Bootcamp course, upgrade to CoddyKit PRO.
What will I learn in “Static Application Security Testing (SAST)”?
Integrate SAST tools into your workflows to automatically identify security vulnerabilities in your code before deployment. You practise DevOps Bootcamp with hands-on code you run directly in the browser, and a 24/7 AI tutor answers your questions as you work through the lesson.
Do I need any experience to start DevOps Bootcamp?
No prior experience is required. DevOps Bootcamp on CoddyKit is structured for beginners through advanced learners; this is — lesson 3 of 4, so you can start here or from the beginning and move at your own pace.
How long does the “Static Application Security Testing (SAST)” lesson take?
Most CoddyKit lessons take about 5–10 minutes. Each one is bite-sized and interactive, so you make steady progress and pick up exactly where you left off across the web and the app.
Can I write and run code in this DevOps Bootcamp lesson?
Yes. Every DevOps Bootcamp lesson includes a built-in code editor, so you write and run real code right in your browser and get instant AI feedback — no local setup required.
All lessons in this course
- Security Best Practices in CI/CD
- Secret Management with GitHub
- Static Application Security Testing (SAST)
- Dependency and Supply Chain Security (SCA)