Built around your needs
Automate a valuable check, not just a repeatable click.
A large test suite can still miss an important defect, especially when assertions are weak or failures become routine background noise. Useful automation needs a reason for each check and clear ownership after it is added.
We prioritize stable, high-value workflows and place coverage at the appropriate layer. Test data, environment setup and failure evidence are part of the implementation. The plan also makes the limits visible, including the exploratory and usability questions that automation cannot answer on its own.