How much has really changed with AI?
19 Jun 2026
The talks I heard today reminded me that AI hasn't rewritten the rules of quality thinking, it's just raised the cost of ignoring them. Shift-left and shift-right, risk-based prioritisation, separating behaviour from implementation - these are old, well-worn ideas, and they're still doing the heavy lifting, and are just as important as ever. None of that makes experienced quality judgement less relevant. It makes it the thing that decides whether an AI-powered system actually works.
Philippa Jennings
Head of Quality
She/Her
I love talking about how building Quality in continuously from the start can help us to deliver great software through a strategic blend of exploratory testing, automation, and quality coaching.
Open To
Speak
Write
Mentor
Teach
Simon Tomes
Awesome reflection and points, Philippa.
Great to catch up in person at Leading with AI.
Ady Stokes
Excellent point, and thanks for highlighting. This ties into my research into thinking becoming increasingly important as we move more tasks to AI.
Sign in
to comment
Go beyond static API mocks with realistic, dynamic simulations built for modern software delivery.
Explore MoT
Tue, 19 Jan 2027
Test Forward is one afternoon at Station F with the QA and engineering people closing that gap in their own teams.
Boost your career in software testing with the MoT Software Testing Essentials Certificate. Learn essential skills, from basic testing techniques to advanced risk analysis, crafted by industry experts.
Debrief the week in Quality via a community radio show hosted by Simon Tomes and members of the community
