Pipeline Design
Separate smoke, regression, API, accessibility, and performance checks by feedback speed and release risk.
I connect test automation to delivery workflows so each pull request and release candidate has useful, visible quality signals.
Separate smoke, regression, API, accessibility, and performance checks by feedback speed and release risk.
Reduce noisy failures, collect useful artifacts, and make pass/fail decisions understandable to both QA and engineering.
Create a clear view of what passed, what failed, what changed, and where the remaining risk sits.