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Jason Merx | Comments

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Product-minded testing: choosing what matters when everything feels important image
I like the framing of starting from the user path instead of the checklist. One related thing I’ve been exploring is UI-driven API regression testing: use an important user journey as the driver, record the API traffic behind it, then compare response shapes across versions. It fits this product-minded view because you’re not trying to diff every endpoint. You’re asking: did the backend behavior behind the paths users actually rely on drift unexpectedly?
Creating a resilient test framework with the Playwright Page Object Model (POM) image
Good article. One related pattern I’ve been exploring is UI-driven API regression testing: use the Playwright UI flow as the stable driver, record the API traffic behind it, then compare response shapes across versions. POM fits well here: it helps reach meaningful product states reliably, while the API diff checks whether backend behavior drifted behind a green UI.
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Jason Merx
Software Engineer, Testing Tools

Senior software developer building QA tools as testing shifts earlier into the development workflow.

Interested in UI automation, regression testing, flaky tests, and how developers and QA teams can share testing responsibility without making test suites harder to maintain.

Here to learn from testers and quality engineers while building in this space.

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