GroundQA Blog

AI-Native QA Insights

Thinking on API testing, AI agent safety, test maintenance, and the future of quality engineering from the GroundQA team.

AI-Native QA

The Hidden Tax of Test Maintenance

Why fast-moving API teams stop trusting their own test suites — and what AI-native QA should actually mean.

GroundQA Team 6 min read
The Hidden Tax of Test Maintenance