QA automation & Playwright
Practical guides for QA leads and engineering teams — flaky tests, audits, CI setup, and delivery in the age of AI.
- Read the articleAudit Flash · €490
Audit Flash: what you get in 48 hours for €490
The exact scope of a Playwright Audit Flash: one repo, 200 tests, a score, anti-patterns, and a prioritised plan. Diagnosis only. The PDF arrives within 48 hours.
- audit-flash
- playwright
- diagnosis
- Read the articlePOM · Playwright
Playwright POM: 5 anti-patterns that get expensive
new Page(page) inside specs, CSS locators, missing fixtures, missing tags, hardcoded data. What that breaks in CI, and where to start.
- playwright
- pom
- fixtures
- Read the articleSetup · from scratch
Starting from zero: how long a Playwright E2E suite takes
What a Test Architect Setup includes, how long it takes, and why Audit Flash is the wrong entry point when you have no suite yet.
- playwright
- setup
- e2e
- Read the articleFlaky · Debug · Playwright
Why your Playwright tests become flaky (and how to stop them)
waitForTimeout, fragile locators, animations, slow APIs, unstable data, parallelism — the 6 most common causes, and how Doctests detects them automatically.
- playwright
- flaky
- locators
- ci
- debug
- Read the articlePlaywright · AI · ROI
Playwright and AI: better automation ROI without more flaky tests
Copilot, Cursor, ChatGPT — the real ROI of AI on Playwright is not test generation. It is maintenance. Flaky tests, CI, assisted debug: what actually changes.
- playwright
- ai
- roi
- flaky
- maintenance
- Read the articlePlaywright · AI · delivery
Playwright automation in the age of AI: tests that keep up with delivery
Faster delivery and AI generation: why Playwright, a page object model, and a solid CI are no longer optional.
- playwright
- automation
- ai
- ci
- Read the articleFlaky · CI · release
Flaky Playwright tests: the cost to revenue and releases
Why an unstable CI is expensive, how it blocks releases, and how to take back control before you rewrite everything.
- playwright
- flaky
- ci
- release
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