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The Automation Lab

30 articles

Tutorials, tool reviews, and real-world QA strategies — no filler

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002

AI Test Case Generation Tools in 2026: Honest Review from a Practitioner

I tested 6 AI test generation tools on real codebases. Here's which ones actually work, which ones are hype, and how much time they actually save.

Mar 15 · ~12 min
003

How to QA Test an AI Agent: My Practical Playbook (2026)

Testing AI agents is fundamentally different from testing traditional software. Here's the exact framework I use to validate agent behavior, catch hallucinations, and measure real vs perceived accuracy.

Mar 14 · ~14 min
004

How AI is Transforming QA Automation in 2026: A Practitioner's View

72.8% of QA professionals prioritize AI tools in 2026. Here's what's actually changing based on real projects testing ChatBots, AI agents, and knowledge systems.

Mar 13 · ~16 min
005

The Complete Playwright TypeScript Guide for QA Engineers (2026)

Master Playwright with TypeScript: Installation, Page Object Model, assertions, CI/CD integration, and real-world examples from a 6+ year automation engineer. Learn exactly how to build maintainable, fast test frameworks.

Mar 18 · ~18 min
006

QA Automation Engineer Rates in 2026: What to Expect When Hiring

Hiring a QA automation engineer? Freelance vs agency vs full-time. Rates by experience level, location, and skill set. 2026 market rates with real examples.

Mar 12 · ~16 min
007

Top 50 QA Automation Interview Questions (Playwright, Selenium, 2026)

50 real QA automation interview questions with answers. Covers Playwright, Selenium, API testing, CI/CD, and more. From actual hiring rounds in 2026.

Mar 10 · ~22 min
008

State of QA Automation in 2026: Industry Trends & Predictions

Analysis of 2026 QA automation trends: AI adoption, Playwright surge, remote testing, and what's dead (Selenium? No.). Based on 6 years of real project data.

Mar 8 · ~18 min
009

API Testing Complete Guide 2026: REST, GraphQL, Postman, and Playwright

Master API testing: REST fundamentals, GraphQL queries, authentication patterns, error handling, edge cases, and CI/CD integration. Real project examples with code.

Mar 7 · ~20 min
010

Running Postman Tests in CI/CD with Newman and GitHub Actions (Step-by-Step 2026)

Copy-paste ready workflow to run your Postman API tests automatically on every push. Learn how to parallel execute collections, upload artifacts, and send Slack notifications.

Mar 6 · ~13 min
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