Playwright Automation with TypeScript & Gen AI
Manual Testing vs Automation Testing
Playwright Automation with TypeScript & Gen AI
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Day 1 – Automation Overview & Playwright Introduction
WEEK 1 — JAVASCRIPT / TYPESCRIPT FOUNDATIONS & PLAYWRIGHT SETUP
Manual Testing vs Automation Testing
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Benefits and limitations of automation
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Where automation fits into STLC/SDLC
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Introduction to Playwright
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Playwright architecture
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Playwright vs Selenium/Cypress overview
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Real-world Playwright use cases
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Node.js, npm and VS Code setup
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Day 2 – JavaScript Fundamentals
Variables
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Strings
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Numbers
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Arrays
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Objects
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Operators
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Automation-oriented examples
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Day 3 – Programming Fundamentals
Conditions
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Loops
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Functions
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Reusable functions
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Practical automation examples
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Day 4 – Asynchronous JavaScript
Promises
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async/await
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Synchronous vs asynchronous execution
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Why synchronization matters in Playwright
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Day 5 – TypeScript & First Playwright Test
TypeScript basics
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Types
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Interfaces
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Type annotations
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Playwright project structure
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First Playwright test
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Hands-On: Create a Playwright project and automate a basic end-to-end scenario.
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Day 6 – Playwright Test Structure
WEEK 2 — PLAYWRIGHT FUNDAMENTALS & LOCATORS
Test structure
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Test suites
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Browser
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BrowserContext
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Page
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Test organization
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Day 7 – Locators
Role
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Text
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Label
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Placeholder
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Test ID
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CSS selectors
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XPath overview
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Day 8 – Locator Best Practices
Stable selectors
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Avoiding brittle selectors
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Locator chaining
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Dynamic elements
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Accessibility-oriented locators
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Day 9 – Playwright Actions
click
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fill
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check/uncheck
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select
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hover
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keyboard actions
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mouse actions
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Day 10 – Assertions & Execution
Visibility
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Text
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Value
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URL
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State
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Count
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Test execution
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Basic test reporting
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Hands-On: Automate a login/search workflow using robust locators.
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Day 11 – Auto-Waiting & Actionability
WEEK 3 — ASSERTIONS, WAITING & REAL-WORLD WEB APPLICATIONS
Playwright auto-waiting
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Actionability
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Synchronization
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Dynamic applications
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Day 12 – Assertions
Visibility assertions
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Text assertions
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Value assertions
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URL assertions
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State and count assertions
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Day 13 – Synchronization
Handling asynchronous applications
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Dynamic elements
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Explicit waits
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waitForResponse
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waitForLoadState
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Common waiting anti-patterns
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Day 14 – Forms & Advanced Elements
Forms
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Radio buttons
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Checkboxes
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Dropdowns
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Tables
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Dialogs
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Alerts
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Uploads/downloads
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Day 15 – Windows, Frames & Authentication
Multiple pages/tabs
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Popups
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iFrames
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Authentication
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Reusable login state
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Negative testing
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Hands-On: Stabilize intentionally flaky tests and automate a multi-step business workflow.
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Day 16 – Test Design Principles
WEEK 4 — TEST DESIGN & PAGE OBJECT MODEL
Writing maintainable automation
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Test independence
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Test isolation
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Positive and negative testing
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Smoke and regression testing
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Day 17 – Page Object Model
POM concepts
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Why POM is important
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Page classes
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Locators
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Reusable methods
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Day 18 – Framework Organization
Tests
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Pages
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Utilities
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Test data
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Configuration
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Constants
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Day 19 – Reusable Automation
Common methods
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Utility functions
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Reusable components
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Navigation helpers
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Authentication helpers
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Day 20 – Refactoring & Framework Maintenance
Removing duplicate code
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Improving readability
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Coding standards
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Maintainability
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Framework best practices
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Hands-On: Convert a collection of tests into a maintainable Page Object Model framework.
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Day 21 – Hooks & Test Lifecycle
WEEK 5 — FIXTURES, TEST DATA & CONFIGURATION
beforeEach
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beforeEach
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beforeAll
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afterAll
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Test lifecycle
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Day 22 – Playwright Fixtures
Built-in fixtures
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Page fixture
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Browser fixture
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Context fixture
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Context fixture
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Day 23 – Test Data
Static data
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JSON data
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Generated data
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Test data management
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Environment variables
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Day 24 – Data-Driven Testing
Parameterization
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Multiple datasets
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Data-driven scenarios
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Reusable test data
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Day 25 – Configuration & Secrets
playwright.config.ts
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Base URL
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Timeouts
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Retries
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Workers
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Projects
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Environment configuration
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Secrets handling
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Hands-On: Build reusable fixtures and execute the same workflow with multiple datasets.
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Day 26 – Debugging Playwright Tests
WEEK 6 — DEBUGGING, REPORTING & ADVANCED PLAYWRIGHT
Debug mode
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Playwright Inspector
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VS Code debugging
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Breakpoints
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Step-by-step execution
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Day 27 – Trace Viewer
Trace recording
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Trace Viewer
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DOM snapshots
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Screenshots
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Network activity
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Failure diagnosis
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Day 28 – Screenshots, Videos & Reports
Screenshots
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Videos
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Test artifacts
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HTML reports
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Test results
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Failure analysis
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Day 29 – Flaky Test Management
Causes of flaky tests
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Timing problems
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Unstable selectors
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Environment issues
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Retry strategies
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Flaky test diagnosis
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Day 30 – Cross-Browser Testing
Chromium
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Firefox
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WebKit
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Browser projects
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Parallel execution
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Device/browser configuration
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Hands-On: Diagnose and fix flaky tests and execute the test suite across multiple browsers.
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Day 31 – API Testing Fundamentals
WEEK 7 — ADVANCED API TESTING WITH PLAYWRIGHT & POSTMAN
What is an API?
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REST API concepts
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HTTP methods
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GET
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POST
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PUT
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PATCH
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DELETE
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HTTP status codes
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Day 32 – Requests, Responses & JSON
Headers
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Query parameters
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Request body
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JSON
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Response validation
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API assertions
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Day 33 – Postman
Postman fundamentals
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Collections
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Environments
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Variables
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Authentication
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Authentication
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Assertions
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Day 34 – Playwright API Testing
APIRequestContext
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GET/POST/PUT/PATCH/DELETE
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API assertions
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Authentication
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Bearer tokens
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API test data setup
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Day 35 – UI + API Integration
Using API to prepare test data
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API validation after UI actions
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End-to-end UI + API workflows
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API and UI test strategy
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Hands-On: Build a small API test suite using Postman and Playwright and integrate API validation with a UI workflow.
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Day 36 – SQL Fundamentals
WEEK 8 — SQL / DATABASE TESTING & TEST VALIDATION
Database concepts
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Tables
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Rows and columns
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Rows and columns
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Primary keys
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Foreign keys
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SELECT
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WHERE
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ORDER BY
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Day 37 – SQL Queries for Testers
JOIN
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INNER JOIN
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LEFT JOIN
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GROUP BY
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Aggregate functions
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Subqueries
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Day 38 – Database Validation
Validating application data
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Data integrity
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Backend validation
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Test data verification
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UI-to-database validation
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Day 39 – API-to-Database Validation
API response vs database
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Creating data through API
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Validating stored data
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End-to-end data validation
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Day 40 – QA Data Validation Project
Build database validation scenarios
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Combine UI + API + database testing
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Analyze failures
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Document defects
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Hands-On: Validate an end-to-end business transaction from UI → API → Database.
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Day 41 – Git & GitHub
WEEK 9 — GIT, GITHUB, CI/CD & DOCKER
Git fundamentals
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Repository
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Clone
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Add
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Commit
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Push
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Pull
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Branches
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Merge
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GitHub repository
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Day 42 – CI/CD Fundamentals
Continuous Integration
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Continuous Delivery
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Why automation belongs in CI/CD
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Automated regression execution
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Pipeline concepts
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Day 43 – GitHub Actions
GitHub Actions fundamentals
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YAML basics
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Workflow files
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Triggering workflows
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Installing dependencies
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Installing Playwright browsers
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Running automated tests
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Publishing reports
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Day 44 – CI Execution & Troubleshooting
Parallel execution
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Retries
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Test projects
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Artifacts
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HTML reports
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Pipeline troubleshooting
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Cross-browser execution in CI
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Day 45 – Docker for Playwright
Docker fundamentals
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Images
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Containers
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Dockerfile
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Running Playwright in Docker
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Playwright + CI/CD
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Container-based test execution
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Hands-On: Build a pipeline:
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GitHub → GitHub Actions → Playwright → Automated Tests → Test Report
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and execute Playwright tests using Docker.
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Day 46 – Introduction to AI & GenAI Testing
WEEK 10 — AI / GENAI TESTING & CAPSTONE PROJECT
AI-powered applications
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Generative AI fundamentals
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LLM basics
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AI application testing challenges
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Traditional testing vs AI application testing
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AI chatbot testing
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Day 47 – AI Test Scenarios & Prompt Testing
Prompt testing
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Response validation
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Accuracy testing concepts
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Consistency testing
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Hallucination testing concepts
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Negative testing for AI applications
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Basic AI security testing
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Prompt injection concepts
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Day 48 – AI-Assisted Automation
AI-assisted test case generation
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AI-assisted Playwright code generation
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AI-assisted debugging
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Using AI to improve test automation productivity
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AI-assisted test data generation
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Day 49 – Capstone Project
Analyze requirements
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Identify automation scenarios
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Build Page Objects
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Create fixtures
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Automate UI workflows
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Perform API validation
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Perform database validation
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Configure cross-browser execution
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Execute tests through CI/CD
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Generate reports
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Debug failures
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Day 50 – Final Demonstration, Assessment & Interview Preparation
Capstone project demonstration
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Framework walkthrough
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Code review
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Debugging assessment
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Playwright interview questions
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Automation framework questions
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API testing questions
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SQL questions
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CI/CD questions
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Scenario-based QA questions
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Resume project discussion
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Mock interview
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CAPSTONE PROJECT
Students will build a realistic end-to-end automation framework for an application such as an E-Commerce, Banking, Healthcare or Enterprise Web Application.
The project should include:
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Playwright + TypeScript
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Page Object Model
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Fixtures
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Test data
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UI automation
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API testing
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SQL/database validation
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Cross-browser testing
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Git/GitHub
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GitHub Actions
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Docker execution
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HTML reports
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Screenshots
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Trace Viewer
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Flaky test handling
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AI-assisted testing
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Example Business Flow
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Login → Search → Create/Update → UI Validation → API Validation → Database Validation → Logout
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The original syllabus already uses a realistic business workflow for the capstone; this expanded version adds the API, database, CI/CD, Docker and AI components.
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TOOLS & TECHNOLOGIES COVERED
JavaScript
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TypeScript
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Node.js
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npm
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Automation
Playwright
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Playwright Test
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Playwright Inspector
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Trace Viewer
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API Testing
REST APIs
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Postman
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Playwright APIRequestContext
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JSON
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Authentication / Bearer Tokens
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Database
SQL
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Database Validation
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Version Control & CI/CD
Git
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GitHub
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GitHub Actions
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CI/CD Fundamentals
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Containerization
Docker
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Playwright with Docker
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AI Testing
Generative AI
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LLM Testing
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Prompt Testing
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AI-Assisted Test Automation
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AI Application Testing
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AI Security Testing Concepts
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ASSESSMENT & EXPECTED OUTCOMES
Weekly hands-on exercises
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Practical assignments
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Debugging exercises
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API testing exercises
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SQL validation exercises
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CI/CD exercise
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Docker exercise
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AI testing exercise
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Final capstone project
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Final technical assessment
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Mock interview
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The expected outcome is that students can create, execute, debug, maintain and report UI automation tests independently, consistent with the original course objective.
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