DFDwayne from Samelogicinsamelogic.hashnode.dev·14h ago · 13 min readEnd to End Testing Without Hidden Test OrderE2E testing checks a complete user workflow through the real application boundaries that matter. A good end-to-end test starts from an explicit state, performs the actions a user would take, and verif00
DFDwayne from Samelogicinsamelogic.hashnode.dev·1d ago · 14 min readVisual Regression Testing Without Noisy Screenshot DiffsVisual regression testing compares a current screenshot with an approved baseline to find unintended changes in the rendered interface. It is useful because functional assertions can pass while the pa00
KAKeith Artersinqaguardian.hashnode.dev·1d ago · 18 min readSoftware Quality Metrics: A Practice Guide for Release DecisionsSoftware quality metrics only matter when they help a team make a better decision. A startup deciding whether to ship a checkout change needs different evidence from a QA manager deciding whether a Pl00
DFDwayne from Samelogicinsamelogic.hashnode.dev·2d ago · 12 min readHow to Choose the Right Playwright LocatorA Playwright locator is the contract between a test and an element on the page. The best locator is not always the shortest selector or the one highest in a generic priority list. It is the one tied t00
ZZyVOPinzyvop.hashnode.dev·2d ago · 12 min readScraping LinkedIn with Python in 2026: Profiles, Companies, and JobsLinkedIn is one of the largest publicly accessible sources of structured professional data on the web. Public profile and company pages can expose useful professional metadata, while the jobs surface 02O
IDIvan Davidovinidavidov.eu·3d ago · 6 min readI Made Stefan Minchev Defend Every Decision in Our Playwright Framework"If you wipe the test folder tomorrow, the architecture is still sitting right there. The tests are just the cherry on top." That's Stefan Minchev, four minutes into the first ArchQA, Unscripted epis00
PRPratham Rathodinprathamrathod.hashnode.dev·2d ago · 7 min readMastering Playwright Test FixturesIntroduction In the world of automated testing, reliability and maintainability are paramount. Flaky tests, complex setups, and inconsistent environments can quickly turn your testing efforts into a n00
DFDwayne from Samelogicinsamelogic.hashnode.dev·3d ago · 15 min readHow to Diagnose Flaky Tests That Fail After Sign-InFlaky tests pass and fail without an intentional change to the behavior under test. They are expensive because the same failure can point to two very different problems: unstable test code or a real p01O
KAKeith Artersinqaguardian.hashnode.dev·5d ago · 7 min readWe Scored 17 Real Playwright Test Suites: The State of Playwright Quality in 2026Every managed QA vendor, including us, claims to write "good" Playwright tests. Almost none of that claim is measurable. So we built a scorer that doesn't take anyone's word for it — an open-source, d10
SSSaksham Sahaniinmytsjourney.hashnode.dev·5d ago · 3 min readMastering TypeScript OOP: An Architect's Log The Shift to Structural Thinking For a long time, my approach to coding was procedural. I wrote functions, I looped through arrays, and if the output was correct, I was happy. But as my projects grew,00
