Conference / AI & Engineering
Why Prompts Alone Will Fail You
AiTestFest 2026 · Agile Testing Alliance · May 9, 2026
About the talk
Prompt engineering can help generate useful initial results, but production-grade engineering requires more than effective prompts. AI workflows need relevant context, constraints, evaluation, and verification. This session examines why relying on prompts alone produces brittle outcomes and why reliable AI-assisted quality engineering must move beyond prompting.
What you’ll take away
- Give AI the engineering context it needs
- Evaluate outcomes instead of relying on prompt quality
- Make verification part of the workflow
Session notes
This summary is an editorial overview based on the speaker’s supplied material, rather than a verbatim official abstract.
Slides and a companion write-up have not yet been supplied. They will appear here when available.