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Expert perspectives on QA, testing, and engineering culture
Why Your App Breaks When 100% of Your Tests Pass
A suite of 340 green tests and a broken checkout. This isn't bad luck — it's what happens when you test slices instead of user journeys. Here's why isolated tests can't tell you if your product works, and why flows — automated scripts that cover one complete user journey — are the only coverage that actually proves features work.
Flow-Based Pricing: How Per-Test Billing Broke QA (And How to Fix It)
You pay your QA vendor for 100 tests. They arrive as 12 fragments of one checkout flow, all green, none proving checkout works. This isn't incompetence — it's what the pricing model rewards.
How to Map Critical User Journeys into a High-Signal QA Coverage Model
Not all tests are equal. A proven framework for identifying which user journeys actually matter and translating them into a coverage model that gives engineering real signal.
Why QA Teams Are Replacing Tests with Flows
Traditional test suites balloon over time, become impossible to reason about, and break constantly. Here's why the industry is moving toward flow-based testing — and what that means for your team.
Why Flaky Tests Destroy Developer Trust (And How to Fix Them)
Flaky tests are more than an annoyance — they erode confidence in your entire test suite. We break down the root causes and show you how a self-healing QA approach eliminates the problem for good.
Playwright vs. Selenium in 2026: What the Data Actually Shows
Selenium has been the industry standard for over a decade. Playwright is the new challenger. We ran both on real-world test suites and the results might surprise you.
What You Actually Own in Modern QA: Avoiding Vendor Lock-In
Most QA tools quietly trap your tests in proprietary formats. Here's what genuine ownership looks like — and why standard Playwright is the only acceptable answer.
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