AI Can Generate Tests, Not Trust
Faster test generation does not automatically create confidence. A conversation about evidence, risk, and engineering judgment.
ConferenceEvent notes →
THE SPEAKING ARCHIVE
Ideas leave the stage.
Conversations carry on.
Talks, workshops, and community conversations about building software with confidence. Every engagement has a home here, with or without a recording.
Biography & presentation materials →Why Prompts Alone Will Fail You
Prompts are a starting point. Reliable AI workflows also need context, constraints, evaluation, and verification.
ConferenceEvent notes →
Breaking Boundaries: A Tester’s Guide to Freelance and Remote Success
Freelancing is more than a side hustle—it’s the launchpad to global careers. With global pay comes higher earning potential, and with global talent comes exposure to diverse practices and cutting-edge teams.
ConferenceEvent notes →
MOMENTS IN THE ROOM
A few conversations, in pictures.
A few moments from in-person talks and community conversations. My speaking work spans both virtual and in-person events.
