AI/MLEngineering
How AI is Changing the QA Engineer Role
A deep look at how AI tools are reshaping quality engineering — and why the skill of breaking systems is more valuable than ever.
· 2 min
Read → // software engineer
QA Engineering → AI Product
I build AI-augmented quality systems and ship digital products that actually work.
# before: manual QA → delayed releases
# after: AI-augmented quality systems that ship
// articles
All articles →
Recent Articles
EngineeringAI/ML
Building a Self-Testing Agent in Python
Step by step: building a software agent that writes its own test cases, runs them, and learns from failure.
· 2 min
Read → ScrumProduct
Scrum in the Age of AI Tools
How Scrum teams adapt to the wave of AI tooling without losing the rhythm of collaboration.
· 2 min
Read → // community
Build alongside other QA & AI engineers
I run a Stoat channel where I share works-in-progress, swap tooling notes, and answer questions from people moving from QA into AI product work. Pull up a chair — it's quiet, useful, and zero noise.
- · Tool deep-dives
- · Code review threads
- · Career questions, answered