Selected work
A small number of things, described honestly.
Each entry names the constraint, what I decided, what changed in the system, and what I would do differently. Company-specific detail is anonymised on purpose.
- Read: From test execution to release confidence
Case study
From test execution to release confidence
Turning a quality function that ran tests into one that made ownership, gates and release decisions explicit across product teams.
- Read: Making browser automation dependable
Case study
Making browser automation dependable
How I approach Playwright architecture, locator strategy and CI feedback so that a red build means something and a green one can be trusted.
- Read: Automation that keeps human judgment
Viewpoint
Automation that keeps human judgment
A working principle for AI-assisted engineering: let tooling investigate, draft and challenge, and keep publication, approval and merge with a person who can be asked why.