How to assess an existing Playwright framework
A practical review model for architecture, coverage, maintainability, test data, environments, CI/CD, and execution value.
Read insight →Insights
Practical thinking on QA, automation, and software delivery.
Short, technical articles based on recurring quality engineering problems rather than generic testing theory.
What should you automate first?
Why automation priority should be driven by business risk, repeatability, delivery frequency, and maintenance cost.
Read insight →Release readiness is more than a regression pass
A compact model for looking at evidence, unresolved risk, environments, dependencies, defects, and operational confidence before release.
Read insight →