Blog

Accessibility Tree Discovery: Smarter Page Snapshots for Selenium AI Agent

Selenium MCP Server v2.3.0 replaces the flat element list with a hierarchical accessibility tree snapshot, giving AI agents semantic understanding of page structure with 54% noise reduction.

How Skills Can Supercharge Your Playwright & Selenium Framework Maintenance

Keeping a test automation framework healthy is one of the most underrated challenges in QA engineering. This article explores how Claude's Skills feature acts as your always-available framework expert — helping you generate, heal, and maintain tests at scale.

Getting Started with selenium-ai-agent: AI-Driven Browser Automation via MCP

Learn how to use selenium-ai-agent, an MCP server with 73 tools that gives AI assistants like Claude and Copilot the ability to control a real browser via natural language.

Testing AI Agents: What QA Engineers Must Know in 2025

Learn practical strategies for testing AI agents, validating LLM output, and building guardrails. A QA engineer's guide to catching AI failures before users do.

ISTQB AI Testing Certification: Worth It in 2026?

Is the ISTQB AI testing certification worth your time and money in 2026? We break down the CT-AI syllabus, employer demand, and real-world readiness.

Testing AI Agents: Lessons from Rogue AI Failures

Learn practical patterns for testing AI agents — output validation, toxicity screening, guardrails, and kill switches to catch rogue AI before production.

Manual Tester to Automation Engineer: 2026 Career Roadmap

Switch from manual tester to automation engineer in 2026. Get a phase-by-phase roadmap with specific tools, timelines, and portfolio strategies that land jobs.

R&D Experiment: Can We Build Playwright-Style Agents for Selenium?

Exploring whether the Playwright Test Agent concept could be recreated for Selenium with multi-language support.

Mastering Parallel Test Execution with Playwright with sharding: From Beginner to Advanced

Learn how parallel test execution can dramatically reduce your test suite runtime. This comprehensive guide takes you from the basics to advanced optimization strategies with sharding using real Playwright examples.

Why AI Makes Migrating from Payware to Open Source Test Tools Surprisingly Affordable

Discover how AI reduces test automation migration costs by 60%, enabling affordable transitions from commercial tools to open-source frameworks.

Using Playwright Model context protocol on my practicewebsite

Explore Playwright MCP with LLMs for semantic test generation using accessibility snapshots and AI-driven automation workflows.

From Code to Content: Automating Blog Posts with AWS Lambda

Automate technical blog generation using AWS Lambda, OpenAI GPT, and Puppeteer to transform code snippets into polished content.

Example Azurite testing with Azure durable functions

Test Azure Durable Functions locally with Azurite for invoice processing workflows using JavaScript, Jest, and PDF generation.

RestAssured vs Postman: When to Click, When to Code

Compare RestAssured.NET and Postman for API testing: when to use GUI-based tools vs code-based automation frameworks.

From 2 Days to 7 Minutes: How We Rethought Our API Testing for Azure Durable functions

Cut API testing time from 2 days to 7 minutes by shifting left with NUnit, RestAssured.NET, WireMock, and Azurite for Azure Functions.

Integrating JIRA with Cucumber and Serenity/JS for Enhanced Test Management

Learn how to integrate JIRA with Cucumber, Serenity/JS, and Playwright for automated test case management and issue tracking.

Testing images and text in pdf via python with CI/CD github actions

Testing images and text in pdf via python with CI/CD github actions

API/XPATH/CSS cheatsheet in google sheets

Comprehensive XPath, CSS selector, and API cheatsheet in Google Sheets format with copy-paste examples for test automation.

Making profits with my Hobby using testautomation for trading

Apply test automation techniques to cryptocurrency trading: analyze market trends, liquidity, and candlestick patterns with Python.

Setup oauth2 client for Salesforce dev env for API testing using curl postman and Katalon

Configure OAuth 2.0 client credentials flow for Salesforce API testing with cURL, Postman, and Katalon Studio step-by-step.

Strategic use case for testautomation using Playwright and MS Dynamics

Strategic approach to UI test automation with Playwright and Microsoft Dynamics: solve capacity, time, and quality challenges effectively.

Chat GPT and Testdatacreation

Practical guide on using ChatGPT and Python's Faker library to automate test data creation for software testing projects.

Outsystems testautomator

No-code UI test automation for OutSystems with cloud-based execution, PDF reports, and AI-powered test case generation.

Serverless Pact Broker in AWS ECS Fargate

Build a serverless Pact Broker with PostgreSQL on AWS ECS Fargate for cost-effective contract testing in microservices.

How to setup a selenium grid locally

Learn how to set up Selenium Grid 4 on your local machine using Docker Compose or manual installation for scalable test automation.

How to serve an Allure Report on GitHub Pages A Step by Step Guide

Deploy Allure test reports to GitHub Pages automatically using GitHub Actions for accessible, shareable test results.

How to Run Multiple Tests at Once in WebdriverIO A Simple Guide

Master parallel testing in WebdriverIO to run tests across multiple browsers simultaneously and speed up your test execution.

How to Create a Great API A Guide for functional performance security

Comprehensive guide to designing secure, performant APIs with functional testing, rate limiting, and proper error handling strategies.

AI Generated course leveraging on Chat gpt

Learn how to automate course creation using Google Sheets, Apps Script, and ChatGPT to generate educational content efficiently.

Performance testing with webdriverio installation guide

Real-world WebDriverIO performance testing at scale with AWS Fargate, GitLab CI, and SQL Lite for browser-level monitoring.

Performance testing with webdriverio installation guide

Complete installation guide for WebDriverIO performance testing: Docker, Node.js, Python setup, and project structure explained.

Mastering Microsoft dynamics automated testing

Automate Microsoft Dynamics 365 testing with Playwright using storage state for efficient session management and cross-browser testing.

Allure Reporting in webdriverio extending the code

Integrate Allure reporting with WebDriverIO and Jenkins for comprehensive test reports with screenshots and email notifications.

Integrating Google Sheets API With Katalon Studio Using a Service Account

Connect Katalon Studio with Google Sheets API using service accounts for data-driven test automation and spreadsheet integration.

The Purpose of E2E Testing in DevOps

Understand E2E testing's role in DevOps: who's responsible, how it integrates with unit, API, and UI testing in CI/CD pipelines.

Hugo integration to my gitlab

Streamline Hugo blog publishing with Google Docs to Markdown conversion, AWS integration, and GitLab CI/CD automation.

Service Virtualization and PACT DEVOPS

Learn service virtualization and Pact contract testing for reliable microservices integration in DevOps environments.

Integrating python Gmail api using Service Account to fetch e.g. oauth

Mastering Waits in UI Automation

Parrallel testing with Python, Cucumber, and Docker Compose

Parrallel testing with Python, Cucumber, and Docker Compose

Where to store testdata and testcases, the endless discussion

Chat GPT and testdatacreation

Selenium grid 4 AWS fargate-Audience Advanced Level SDET, infra dev

Medior: ISTQB Advanced Technical Tester is it needed ?

Medior: Use 2fa and UI testautomation

Why I Prefer Postman/ReadyAPI Over RestAssured for API Testing: Shifting Left & Inclusive Collaboration

Postman-gitlab-ci

Traffic Lights of the Digital Highway: Diving into Google Lighthouse and testautomation

Important: Learn how to find CSS Selector XPATH selectors for UI automation like you learn SQL

Master CSS selectors and XPath for Selenium UI automation. Learn how to find robust locators in the DOM using browser DevTools — a foundational skill every test automation engineer needs.

Infrastructure as Code testing

Property based testing

Test automation and Salesforce