The Illusion of 100% Test Automation: Why Synthetic Test Suites Fail at Real-World Edge Cases
Somewhere in modern software culture, an unwritten dogma took hold: If it isn't automated in your CI/CD pipeline, it doesn't count. Engineering lead…
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Полгода не пишем код руками. Посчитал, что стало с багами
Меня зовут Игорь Симаков, я тимлид, руковожу двумя командами. Это две классические продуктовые команды, в которых есть все, кто нужен для полного ци…
Cypress Email Tests Need a Clear Handoff
Email tests usually fail at the point where a browser action becomes an inbox observation. Cypress clicks Create account , the application says it s…
We're building automated website QA checks and reinventing the wheel — what are the established methods?
I’ll be honest: we’re building our own automated QA system for checking website pages (structure, styling, visual consistency) and I suspect we’re r…
Как я перешла из QA в тимлиды разработки
Можно ли из тестирования перейти в разработку да еще и стать лидом? Можно. Но в моем случае все началось не с решения сменить профессию или получить…
Test Planning: Before I Start Testing
So far, I have learned how to: Understand requirements Design tests Write test cases Execute tests Report bugs Document results But before all of th…
How to set up a UAT environment that doesn't lie to you
Originally published on Bugzy.io . A stakeholder logs in to sign off on the release, hits "checkout," and the payment step silently fails. You pull…
The UAT Checklist: 10 Things to Check Before You Sign Off
User Acceptance Testing is almost complete. The test cases are executed. Most results are passing. The team is asking for sign-off. Before you appro…
Independent Test Cases: The Foundation of a Reliable Automation Test Suite
A reliable automated test suite should be able to run tests independently, in isolation, and in parallel . That sounds obvious, but one of the most…
The questions judges ask in hackathon Q&A, and how to answer them
Q&A is where I learn the most as an evaluator, because a team's answers reveal what the demo hid. Teams that prepare for these questions look li…
Why your recorded UI tests break after every redesign — and how to build replay that survives
If you've ever recorded a UI test, shipped one button change to production, and watched 40 tests explode in CI — you know exactly why "record and re…
How to Cut Regression Testing from Weeks to Hours Without Automating Everything
A healthcare platform I worked with needed two and a half weeks to complete a regression pass. Smoke testing alone took seven days. The obvious reco…
The model said it read the report. It didn't.
I'm a regular automation engineer. Over a few months I built five small projects that test local AI models, and one problem kept coming back: the mo…
Software Quality Metrics: A Practice Guide for Release Decisions
Software quality metrics only matter when they help a team make a better decision. A startup deciding whether to ship a checkout change needs differ…
Good Test Automation Is Really a Feedback System
A lot of teams talk about test automation as if the goal is to automate more tests. I think that's backwards. The goal is to get useful feedback fas…
Good QA Systems Reduce Ambiguity
A lot of QA work is not really test execution. It is ambiguity management. What does this requirement mean? Is this visual difference intentional? D…
The Framework Tax Is a Product Decision
A few years ago, the default test automation decision was mostly technical. Do we use Selenium? Which language? Where do we run the grid? Today, the…
YAML Test Cases in Git: What r/QualityAssurance Actually Said
I asked r/QualityAssurance a blunt question: is managing manual test cases as YAML files inside Git a good idea? The thread got lively. People were…
Build an Evidence Supply Chain for Tests
Most teams think of automated tests as decision machines. Green means ship. Red means stop. That model works right up until the first ambiguous fail…
Browser Testing Gets Hard When the Browser Becomes Part of the Product
The easiest browser tests live entirely inside one tab. Open a page. Fill in a form. Click a button. Check the result. Unfortunately, many valuable…
Six UI Testing Problems That Expose Weak Automation
Most browser automation demos use a familiar workflow: open a page, fill in a form, click Submit, and verify a success message. Real products are ra…
The Best Test Automation Tool Is the One Your Team Still Uses a Year Later
Most test automation tools look good during a demo. You record a login flow, add an assertion, run it in Chrome, and get a green result. Everyone is…
"It Works" Is Not "It's Done": UX Bugs Your QA Process Is Missing
A few months ago, I was running QA on a fintech platform a customer-facing portal where businesses fund a wallet and spend from it. Every wallet fea…
TestSprite's CLI hands your coding agent one clean failure at a time
TestSprite's CLI makes a design choice most testing tools would never advertise: it refuses to do something. When a coding agent asks for a failure…
Episode 02: I Automated Before Testing. And Delayed the Delivery
Back to Feedback — Episode 2 of 20 Where it came from This one showed up first as a passing comment from a teammate mid-year: I sometimes seemed to…
Мобильное тестирование в 2026: от истоков к трендам
Какова ситуация в мобильном тестировании в 2026-м году? На связи Ильнур – ведущий тестировщик: начал свой путь в ИТ 10 лет назад как специалист техн…
How to know which tests a PR will break — before CI runs
Every team has lived this: a pull request looks clean, gets approved, merges — and twenty minutes later the test suite is red. The change was in src…
I built an AI-powered QA platform because manual testing tools haven't kept up — launching on Product Hunt today
For the past year and a half, I've been building Evaficy Smart Test — a QA platform for manual testing teams that brings AI into the parts of the wo…
The Browser Testing Problems That Appear After Your Test Suite Starts Growing
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 c…
Test Automation in 2026: The Hard Part Is No Longer Writing the First Test
AI can generate a test script before you finish your coffee. That sounds like the hard part of test automation has finally been solved. In practice,…