Пишем быстрые UI-автотесты без флаков, стендов и боли: изоляционный подход в CI/CD
Большинство UI-тестов флакают, медленно работают и в итоге отключаются в CI. Показываю альтернативу — изоляционные UI-тесты без стендов, таймингов и б…
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Accessibility Testing: Best Practices
Accessibility testing requires more than an automated scanner. A scanner catches roughly 30-50% of WCAG issues. The rest requires manual testing with …
Screenshot Diffing: Pixel-Level Comparison Techniques
Screenshot diffing compares two images of the same page to detect visual changes. The four main approaches are pixel-by-pixel comparison (fast, brittl…
A QA engineer's first AI testing project - FastAPI + local LLM + pytest
I'm an automation engineer that writes mostly UI tests with some API sprinkled in. A recruiter wrote to me about an interesting job - AI/LLM testing. …
Test Case Management in 2026: Process Over Tooling
Your team moved off spreadsheets. You bought a proper test management tool. You even have a naming convention. And yet - your test library is still a …
The REST Assured Setup Nobody Shows You: Handling Auth Tokens That Expire Mid-Suite
Most REST Assured tutorials show you a single given().when().then() against a sample API and call it done. That's fine for learning the syntax, but it…
Как мы строим внутренний контроль качества в компании по тестированию
В нашей компании по тестированию ПО на аутсорсе мы постоянно сталкиваемся с тем, что формат сотрудничества диктует инфраструктура заказчика. На одном …
QA is not clicking buttons: it is the quality gatekeeper for the whole SDLC
QA gets stereotyped into a clicker-of-buttons role: open the app, walk the flow, file a Jira ticket when something looks wrong. That caricature is wha…
REST API Testing: What Every QA Engineer Must Know
Imagine this: you test a POST endpoint that creates a new user. It returns 201 Created . You mark the test as passed and move on. Two weeks later, pro…
Why Single-Pass AI Test Generation Produces Garbage
After 9 years of writing test cases manually, I built an AI tool that generates them from User Stories. The first version used a single API call. The …
Autonomous Testing Agents vs Traditional Test Automation
Originally published on ATHelper Blog TL;DR Autonomous testing agents use AI to explore, discover, and test software without hand-written scripts, whe…
I Built a Test Data Generator for 38 Countries — Here's What I Learned
Every Android dev has typed "John Doe" into a form at some point. Then " [email protected] ." Then "+1234567890." Then some fake address that you made up …