How Much of Your CI Pipeline Is Just Cucumber Scenarios You're Too Afraid to Delete
The CI job just hit 28 minutes. Again. You pull up the duration report expecting to blame a bloated integration test or a slow environment spin‑up. In…
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The CI job just hit 28 minutes. Again. You pull up the duration report expecting to blame a bloated integration test or a slow environment spin‑up. In…
The manager opens your portfolio. Your resume says you have five years of automation experience. The README lists Selenium, Playwright, Appium, Jenkin…
Most people think the SDET title means you are automatically more valuable than a manual tester. The SDET writes Playwright scripts. The SDET configur…
If you're writing Playwright API tests manually from an OpenAPI/Swagger spec, you're doing work that should be automated. Every endpoint in your spec …
AI has made the first hour of test automation dramatically cheaper. Describe a workflow, paste a requirement, or point an agent at an application, and…
If you've ever watched a QA engineer press "call" on one laptop, walk across the room, and press "answer" on a phone before the ringing stops, you alr…
Most teams already keep Playwright or Robot Framework specs next to the product. Manual cases often live somewhere else — a spreadsheet, a cloud TMS, …
🧠 What is a Self-Healing Automation Framework? A self-healing test framework can automatically detect and recover from broken locators or test failure…
If you've ever tried to test your own signup flow, provision a demo account, or sign up for a vendor's API on behalf of your one-person company, you'v…
Over the past few months I've been using Claude Code heavily with Playwright and Figma. At first everything worked well, but after longer sessions I s…
How to Automate WhatsApp with Python in 2026 Every WhatsApp automation tutorial still recommends selenium with fragile XPath selectors that break ever…
AI is changing software testing. But probably not in the way many QA engineers think. AI is not simply going to replace Selenium scripts, Playwright t…
There is a particular kind of confidence that only a green CI pipeline can produce. The pull request is open. Unit tests pass. Browser tests pass. The…
Most browser test suites do not fail because the team forgot how to write a click step. They fail because the system around the tests becomes more com…
Most guides to OTP testing in Playwright include a function that looks something like this: function extractOtp ( emailBody : string ): string { const…
You have ISTQB Foundation. ISTQB Advanced. Certified ScrumMaster. A cloud cert. A security testing cert. Maybe a Python for Testers badge from a platf…
Every developer who has written a Playwright test for OTP verification has written this line: const otp = email . body . match ( / \b\d{6}\b / )?.[ 0 …
Most test automation demos are too clean. The demo app is stable. The login flow is simple. The selectors are obvious. The data is predictable. CI is …
I remember the first week I seriously used Playwright. I was migrating a 200-test WDIO suite. I thought it would take two weeks. It took four days. No…
I have a confession. For a long time I was a WDIO loyalist. I had built entire frameworks on it, trained teammates on it, and defended it in every "wh…
I Cut My AI Test Automation Cost by 300x by Ditching Vision Models From $0.011 per step to $0.00004 — here's how I learned vision models are overkill …
Eight runs, eleven bugs I ran my E2E testing system on a production ecommerce platform eight times in a row – across five different business modules, …
If you are starting with Playwright, the first real hurdle is not syntax. It is understanding three things clearly: what the page object actually repr…
The itgps-agent: Bringing Studio-Managed Configs to Your Local Workflow In Part 1 and Part 2 , we explored ITG Playwright Studio's web interface for m…
A Visual Tour of ITG Playwright Studio In Part 1 , we discussed why managing Playwright tests at scale is challenging and introduced ITG Playwright St…
How I Built a Screenshot API That Developers Can Actually Trust After spending too many nights babysitting headless Chrome, I stopped trying to make a…
You have unit tests in Vitest (or Jest). You have E2E tests in Playwright. CI runs both. Coverage works for each, until you try to look at a single nu…