PLAYWRIGHT + AI

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The Playwright + AI Training Syllabus focuses on modern test automation using Playwright combined with AI-driven capabilities. It covers automated web testing, intelligent test execution, self-healing test scripts, smart reporting, and AI-based defect prediction. This training is important because AI-powered automation improves testing accuracy, reduces maintenance effort, and speeds up software delivery. It is ideal for QA engineers, automation testers, software testers, and developers who want to build advanced automation skills and work on next-generation testing frameworks.

Duration of Training : 35–40 Hours
Batch type : Weekdays/Weekends
Mode of Training : Classroom/Online/Corporate Training
Detailed Syllabus • Instructor-led • Hands-on Labs • Assignments
• Projects • Support-Focused • Implementation

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Overview

The Syllabus

Curriculum Designed by Experts

Prerequisites

• Basic knowledge of JavaScript/TypeScript or Python
• Fundamentals of test automation

Module 1: Introduction to Playwright & AI (2 Hours)

• Overview of Playwright framework
• Why Playwright over Selenium/Cypress
• AI in test automation – self-healing, predictive analytics, NLP-based testing
• Use cases of AI + Playwright
Assignment: Install Playwright and execute the first test across browsers.

Module 2: Playwright Fundamentals (5 Hours)

• Test runner setup (Node.js / Python)
• Locators and selectors (CSS, XPath, AI-based locators)
• Browser context & device emulation
• Handling iframes, popups, and alerts
• Test fixtures and configuration
Lab: Create Playwright scripts for multi-browser and device testing

Module 3: Playwright Advanced Features (6 Hours)

• Network interception & API testing with Playwright
• Data-driven testing
• Parallel execution & cross-browser testing
• Playwright Test vs Jest/Mocha integration
• Visual testing with Playwright
Assignment: Automate a login + purchase workflow with API validations.

Module 4: Introduction to AI in Test Automation (4 Hours)

• AI models for defect prediction
• Self-healing locators with AI
• AI in test case prioritization
• NLP-driven test case generation
• Using ML/DL libraries (TensorFlow, Scikit-learn, OpenAI APIs) with Playwright
Lab: Implement an AI-based locator strategy for unstable web elements.

Module 5: Playwright + AI Integration (6 Hours)

• Integrating AI models into Playwright test scripts
• AI-driven screenshot comparison for regression testing
• Predicting flaky tests with ML models
• Intelligent reporting and analytics dashboards
• AI-based anomaly detection from test logs
Assignment: Build an AI-powered test reporting system that highlights anomalies.

Module 6: CI/CD & DevOps with Playwright + AI (5 Hours)

• Running Playwright tests in Jenkins/GitHub Actions/Azure DevOps
• AI-based test optimization in CI pipelines
• Automated retries with ML-based defect prediction
• Integration with Docker & Kubernetes for test execution
Lab: Configure a CI/CD pipeline with AI-driven test selection.

Module 7: Playwright with Generative AI (3 Hours)

• Using ChatGPT/OpenAI APIs to generate Playwright test cases
• Natural Language to Test Script conversion
• AI-assisted debugging and code review
• Enhancing exploratory testing with AI copilots
Assignment: Generate test cases from plain English requirements using OpenAI API + Playwright.

Module 8: Real-Time Projects (4 Hours)

1. E-commerce Testing Project:
o Automate search, cart, checkout flows with Playwright
o Add AI for flaky test detection and healing locators
2. CI/CD AI-Driven Pipeline Project:
o Integrate Playwright tests in Jenkins pipeline
o Use AI to prioritize regression suite
3. AI-Powered Test Generation Project:
o Use NLP/ChatGPT to generate Playwright scripts from requirements

✅ Outcomes

By the end of training, participants will be able to:
• Automate end-to-end web workflows using Playwright.
• Integrate AI models into Playwright for smarter, self-healing test automation.
• Build AI-driven CI/CD pipelines with intelligent reporting.
• Use Generative AI (ChatGPT/OpenAI APIs) to generate, optimize, and debug Playwright tests.

Upcoming BATCHES

Start Date	Time	Day	Mode	Enroll Now
28/03/2026	08:00 AM TO 10:00 AM	Weekend	Online	Enroll Now

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Radical Technologies is the leading IT certification institute in Kochi, offering a wide range of globally recognized certifications across various domains. With expert trainers and comprehensive course materials, it ensures that students gain in-depth knowledge and hands-on experience to excel in their careers. The institute’s certification programs are tailored to meet industry standards, helping professionals enhance their skillsets and boost their career prospects. From cloud technologies to data science, Radical Technologies covers it all, empowering individuals to stay ahead in the ever-evolving tech landscape. Achieve your professional goals with certifications that matter.

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Playwright + AI Course Certification With Training In Kochi

Q: Module 7: Playwright with Generative AI (3 Hours)

• Using ChatGPT/OpenAI APIs to generate Playwright test cases • Natural Language to Test Script conversion • AI-assisted debugging and code review • Enhancing exploratory testing with AI copilots Assignment: Generate test cases from plain English requirements using OpenAI API + Playwright.

Q: Module 8: Real-Time Projects (4 Hours)

1. E-commerce Testing Project: o Automate search, cart, checkout flows with Playwright o Add AI for flaky test detection and healing locators 2. CI/CD AI-Driven Pipeline Project: o Integrate Playwright tests in Jenkins pipeline o Use AI to prioritize regression suite 3. AI-Powered Test Generation Project: o Use NLP/ChatGPT to generate Playwright scripts from requirements

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