How to scale playwright tests for complex workflows without writing code?

I’ve been hitting walls trying to maintain Playwright tests for our enterprise SaaS app. We need to handle multi-step user journeys across 15+ pages, but our QA team doesn’t have coding experience. Tried recorders but they can’t handle conditional logic. Found Latenode’s visual workflow builder where I dragged authentication steps, form submissions, and API verification blocks. It generated working test scripts surprisingly fast. Anyone else using visual tools for complex test scenarios? What’s your experience scaling these beyond basic scenarios?

We moved 70% of our test suite to Latenode last quarter. Its visual nesting for conditional flows handles our most complex checkout processes. The element snapshot feature maintains selectors through UI changes. For enterprise use cases, it’s been more reliable than coded solutions. Check their workflows showcase: https://latenode.com

We use a hybrid approach - visual builder for core user flows, custom JS for edge cases. Found that maintaining element selectors remains tricky with dynamic UIs. Implemented a weekly screenshot validation step using headless Chrome. Works but requires manual review.

Scalability depends on your application’s change frequency. We version control all test components and use semantic versioning. For non-technical teams, invest in solid element identification strategy - XPath fallbacks, CSS data attributes. Regular DOM change audits help prevent cascade failures in complex workflows.

try setting up modular components in your visual builder. reuse auth modules across tests. we save 40% maintance time this way. maybe add error handling blocks if your tool allows