Written by senior QA engineers with 9+ years in the field. No fluff, no filler. Honest perspectives on testing, automation, and building quality into your process.
Playwright now sits at 45% adoption among QA professionals while Selenium has slipped to 22%. But adoption numbers don't run your sprint. Here's an honest, framework-agnostic breakdown of when each tool wins and when the choice matters less than you think.
The change that drove the biggest quality improvement wasn't a new tool or a bigger test suite. It was a different conversation with the dev team, at a different point in the sprint. Here's exactly what we changed and why it worked.
Neither model wins universally. After 9+ years embedded in both, here's the honest framework engineering leaders actually need to make this decision including the hybrid model most mature teams end up at.
Getting Playwright running locally is easy. Getting it running reliably inside a CI/CD pipeline is a different problem. Here's the full GitHub Actions setup, including sharding, caching, and the five things that trip up CI runs every time.
Most QA problems in Agile teams aren't testing problems. They're timing problems. Here's the day-by-day sprint structure we use to keep testing in sync with development, including how to handle regression without burning the last three days of every sprint doing it manually.
Most teams test their APIs too late, too shallowly, or with the wrong mental model. The result is a class of bugs that gets past UI testing completely. This is the complete picture: contract testing, structured test design, the right toolchain, and the performance benchmarks that matter.
Most engineering teams think they have a QA problem when they actually have a QA maturity problem. This five-level, five-dimension scoring matrix tells you exactly where your testing practice stands and what to fix first to stop defects from reaching production.
Every CTO eventually asks whether their test automation is actually paying off. Most teams can't answer the question. Here's the formula, the benchmarks by automation stage, and the tracking script we use to give clients a real number rather than an estimate.
Most outsourced QA decisions go wrong before the first tester joins a standup. Here's what actually works from choosing the right partner to structuring the engagement so it delivers real results from week one.
Most engineering teams wait too long. By the time they hire a QA consultant, they've already shipped the critical bug that made them pick up the phone. Here's how to read the signals earlier.
Built from nine years of running regression cycles across SaaS and enterprise products. Five tiers, clear prioritisation, and designed to fit inside a sprint rather than blow it up.
Series A is when informal testing habits stop working. Here's the 90-day QA setup that delivers measurable reduction in escaped defects without slowing down the engineering team or burying you in documentation.
We publish practical QA content roughly twice a month. Topics coming up next:
We're a two-founder QA consultancy based in Chicago. If you're tired of bugs slipping to production, let's have a 30-minute conversation about what's actually going wrong.