Playwright Email Tests Need Lease Expiry
A throwaway email address is useful in an end-to-end test because it keeps test mail away from real people. But an inbox that lives forever is not a…
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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…
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…
Playwright Email Tests Need a Message Claim
Email verification tests often fail for a reason that looks like timing, but is really identity. The test receives a message, finds a token, and ass…
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…
Playwright Retry Budgets Need a Failure Receipt
Retries are useful when a browser test meets a temporary network problem. They become harmful when every failure gets three more attempts with no re…
The Tester's Edge: Why QA Minds Build Better Software with AI
Code got cheap. Judgment didn't. When AI can write a working feature in minutes, the scarce skill is no longer writing code. It is knowing what the…
Race Conditions Don't Happen Once. They Return With Every New Feature.
Your feature passed every test. Then two users clicked at the same moment. Why concurrency bugs keep coming back, and what developers and QA should…
SWQA Principles & Quality Management Notes
Coming from a freelance testing background, I used to think that software QA was only manual testing. My university course completely flipped this p…
Точечные перезапуски в JUnit+GitHub Actions: диалог с тестами
Тесты — это способ общения с системой: через них она рассказывает своему автору, что у неё болит. Чтобы общение было лёгким, тесты должны запускатьс…
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…
MCP, Context, and Agents: Building the AI-Native SDLC
Everyone is aware of AI’s value in the software development lifecycle (SDLC). It can reduce repetitive work and accelerate development. As a result,…
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…
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…
Generating test cases is the easy part
There is a ceiling on your test coverage and it is not technical. Running tests has been a solved problem for a long time. Runners are fast, paralle…
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…
Generating test cases is the easy part
There is a ceiling on your test coverage and it is not technical. Running tests has been a solved problem for a long time. Runners are fast, paralle…
Stop Just Learning. Start Shipping: Welcome to SHEinnov8
If you are a woman in tech who is stuck in "tutorial hell," constantly taking courses but never actually deploying real software, this is for you. I…
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…
Why your mobile XPath breaks: a practical ranking of locator strategies for Android, iOS and Flutter
A lot of what gets filed as "flaky mobile test" is a locator that was never stable in the first place. The test passed for three weeks, a developer…
CI Is Green. What Could Still Go Wrong?
A green CI pipeline is a nice feeling. The build passed. Tests are green. Linting is clean. Nothing obvious is on fire. For a few seconds, it feels…
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…
The Real Test of Test Automation Is What Happens After Something Changes
Test automation demos tend to begin at the nicest possible moment. The application is stable. The environment is clean. The test data is ready. Some…
The Best Test Automation Tool Is Usually the One That Matches Your Mess
Most test automation buying decisions start with a spreadsheet. Browser testing? Check. Mobile? Check. API testing? Check. AI? Check. CI integration…
Everything You Need for API Automation (A Complete Blueprint)
Setting up an API automation framework requires aligning business goals, developer specifications, infrastructure, and core testing strategies. Here…
The Hardest E2E Tests Live at the Boundaries
The easiest automated test in the world looks something like this: Open page. Click button. Assert text. Unfortunately, that’s not where expensive b…
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…
Still Testing APIs Like It's 2022? Here's Everything That Changed"
If you learnt Postman a few years ago and have been coasting on that knowledge, an uncomfortable amount of it is now wrong — not "slightly dated" wr…
Внедрение CICD для экосистемы 1С
В условиях современного развития программного обеспечения и необходимости ускорения выпуска обновлений, автоматизация процессов разработки и доставк…