Articles
Practical guides on QA automation, testing tools, and engineering career.
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CI/CD
CI/CD for QA: GitHub Actions, Jenkins, and GitLab Compared
Every QA job posting mentions CI/CD. Here's what it actually means, which tools you'll encounter, and how to get your Playwright tests running in GitHub Actions today.
13 min read
CI/CD
GitHub Actions for Playwright Tests: The Complete Setup (2026)
Set up a production-ready GitHub Actions pipeline for Playwright — from the minimal workflow to caching, sharding, matrix cross-browser runs, and PR comments.
14 min read
CI/CD
Flaky Tests: Why They Happen and How to Eliminate Them
One flaky test silently trains your team to ignore red builds — here's how to find the root cause and fix it for good.
14 min read
CI/CD
Docker for Testers: Running Playwright in Containers
Stop debugging "works on my machine" failures — learn how to run Playwright tests inside Docker containers for consistent results locally and in CI.
14 min read
CI/CD
GitLab CI + Playwright: Complete Setup Guide
GitHub Actions gets most of the tutorials, but millions of teams use GitLab CI. Here's a complete .gitlab-ci.yml for Playwright — from zero to a working pipeline with artifacts, caching, and secrets.
11 min read
CI/CD
Docker for QA Engineers: Running Tests in Containers
"It works on my machine" is the QA equivalent of "no bugs found." Docker solves this by packaging your test environment — code, dependencies, browser versions — into a container that runs identically everywhere.
12 min read
CI/CD
Allure Reports for Playwright: Rich Test Reporting Setup
The default Playwright HTML report is good. Allure is better — it gives you step-by-step breakdowns, attachments, trend charts across runs, and a professional look that works for sharing with stakeholders.
10 min read
CI/CD
Test Reporting in CI: Formats, Tools, and Integration
Running tests in CI is only half the job. If nobody can easily see what failed and why, you're just running tests into a void. Good CI test reporting means failures surface immediately with enough detail to act on.
10 min read
CI/CD
Jenkins + Playwright: Building a CI Pipeline from Scratch
Jenkins is the granddaddy of CI/CD — older than GitHub Actions, more complex, but still dominant in enterprise environments. If your team uses Jenkins, you need to know how to integrate Playwright with it.
13 min read