An enterprise-grade AI-powered test automation and DevSecOps framework built using Playwright. This project demonstrates how to design scalable, secure, and intelligent testing systems integrated into modern CI/CD pipelines.
This repository showcases a production-ready automation architecture that combines:
- End-to-End UI Testing (Playwright)
- API Validation (extensible)
- AI-assisted testing workflows
- Static code security scanning (Semgrep)
- CI/CD automation (GitHub Actions)
It is designed to reflect real-world SDET and DevSecOps practices used in high-quality engineering environments.
┌──────────────────────┐
│ GitHub Actions │
│ (CI/CD Pipeline) │
└─────────┬────────────┘
│
┌─────────────────┼─────────────────┐
│ │
┌───────────────┐ ┌──────────────────┐
│ Playwright │ │ Semgrep Scan │
│ Test Engine │ │ (Security Layer) │
└──────┬────────┘ └────────┬─────────┘
│ │
▼ ▼
┌───────────────┐ ┌──────────────────┐
│ AI Layer │ │ Reporting Layer │
│ (LLM / Logic) │ │ (Artifacts/Logs) │
└───────────────┘ └──────────────────┘
- Cross-browser testing (Chromium, Firefox, WebKit)
- Parallel execution
- Auto-waiting and resilient locators
- Scalable test structure
- AI-assisted test generation
- Failure analysis and debugging support
- Foundation for self-healing tests
- Static Application Security Testing (SAST) with Semgrep
- Shift-left security enforcement
- Early vulnerability detection
- GitHub Actions integration
- Automated test execution on push and pull requests
- Security scanning before test execution
- Artifact and report generation
- Playwright HTML reports
- Screenshots and trace viewer
- Logs and execution artifacts
playwright_ai_dev_sec/
│
├── .github/
│ └── workflows/ # CI/CD pipelines
│
├── tests/ # Test specifications
├── pages/ # Page Object Models (optional)
├── utils/ # Utilities and helpers
│
├── playwright.config.ts # Playwright configuration
├── package.json
├── tsconfig.json
│
└── README.md
git clone https://github.com/MarwanSultan/playwright_ai_dev_sec.git
cd playwright_ai_dev_sec
npm install
npx playwright install
npx playwright test
npx playwright test --headed
npx playwright test --debug
Run static code analysis locally:
semgrep scan
- Detects vulnerabilities early
- Enforces secure coding standards
- Integrates directly into CI/CD pipelines
- Code checkout
- Dependency installation
- Security scanning (Semgrep)
- Playwright test execution
- Report and artifact generation
on:
push:
pull_request:
Security and testing are executed early in the pipeline, reducing risk and improving code quality before deployment.
This framework is designed to support integration with LLMs and AI tools for:
- Automated test case generation
- Root cause analysis of failures
- Intelligent assertions
- Test optimization
Potential integrations include:
- OpenAI APIs
- Local LLMs
- AI agents with browser automation
View the test report after execution:
npx playwright show-report
Includes:
- Execution results
- Screenshots
- Trace viewer
- Network activity
You can enhance this framework with:
- API testing (REST / GraphQL)
- Performance testing tools
- Docker containerization
- Kubernetes execution
- Advanced AI-driven workflows
- Enterprise QA Automation
- DevSecOps pipeline validation
- AI-driven testing platforms
- Government and regulated systems
- High-scale web applications
- Automation: Playwright
- Language: TypeScript
- CI/CD: GitHub Actions
- Security: Semgrep
- AI Layer: Extensible (LLMs / Agents)
This project demonstrates:
- Shift-left testing and security practices
- AI-assisted automation strategies
- CI/CD-native quality engineering
- Scalable, maintainable test architecture
It reflects the expectations of modern SDET and QA Automation Engineers.
Contributions are welcome.
# Create a feature branch
git checkout -b feature/new-feature
# Commit changes
git commit -m "Add new feature"
# Push changes
git push origin feature/new-feature
MIT License
Marwan Sultan Senior QA Automation Engineer | SDET | DevSecOps Enthusiast
This project is more than a test framework — it is a blueprint for building AI-powered, secure, and scalable automation systems in modern engineering environments.