Ship fast. Break nothing.
Continuous QA embeds a dedicated regression practice alongside the Agile teams you already have — so feature teams build what's next while a quality team protects everything that already works.
Delivery got faster. Quality assurance didn't.
Agile, CI/CD, and trunk-based development accelerated how quickly software ships — but in most organizations, regression testing is still treated as a chore squeezed into the sprint. Test suites rot, coverage gaps widen, and every release becomes a quiet gamble.
machines crashed in the July 2024 CrowdStrike incident — a defect a regression pass could have caught.
lost by a single airline from that one skipped-validation failure.
is all most teams give regression — while the surface area they must protect grows every release.
“Continuous QA is a shift in mindset: quality work runs continuously, in parallel with delivery — not as a phase at the end of it.”
— the core idea, from the article that started it
A simple model with a sharp division of labor
A dedicated regression team
A separately resourced team owns regression testing, test-case creation, and automation maintenance — lifting that weight off your feature teams entirely.
Test cases as the source of truth
Well-structured, Gherkin-format test cases describe how the product actually behaves — readable by humans, executable by automation.
Divided responsibilities
Feature teams focus on what's new. The regression team guards everything that already works. Nobody is asked to do both badly.
A scalable testing backbone
A Master Test Suite wired into CI/CD validates the whole product continuously — before release, after release, all the time.
It works with the teams you already have
Continuous QA is not a reorganization, a new tool, or a consulting engagement. It runs autonomously alongside your existing Agile or SCRUM process — you can start with a single repurposed QA resource and scale as the value proves itself.
No reorg required
Your sprint teams, ceremonies, and tooling stay exactly as they are. The regression practice attaches beside them, not on top of them.
Start with one person
Repurpose a single existing QA engineer to seed the practice. Grow the team only when the backlog of protected functionality justifies it.
Measurable from week one
Track test cases written, automations added, and regression coverage per week. Progress is visible long before the first prevented incident.
Born from a real portfolio, not a whiteboard
Continuous QA was first implemented at Children's Miracle Network Hospitals — a nonprofit managing more than thirty applications under real cost constraints. Starting small and scaling deliberately, the model delivered full regression coverage without slowing a single feature team.
The practitioners behind it — Mark Farr and Tony Rehmer — bring over sixty combined years of software experience. This site exists to make their model open, teachable, and adoptable by anyone.
Side benefits teams report
- Living documentation — test cases double as an always-current user manual
- Faster onboarding — new hires learn the product from readable Gherkin scenarios
- Sharper incident response — a Master Test Suite localizes what broke, fast
- Performance confidence — load, stress, and boundary testing get a real home
Adopt it in five deliberate steps
The playbook walks you from a single repurposed engineer to a fully wired Master Test Suite — with a checklist you can print and put on the wall.