Insights
QA Automation & AI Testing
Practical writing on test automation infrastructure, agentic QA systems, and the engineering decisions that keep pipelines reliable.
AI Test Automation7 min readMay 31, 2026
AI Caught a Bug Nobody Planted. It Also Missed the Ones That Mattered Most.
Generic AI agents test what they can see. System-aware QA agents test what can actually break production. Here is the difference and why it matters.
AI Test Automation6 min readMay 22, 2026
How Self-Healing Test Agents Are Changing QA Automation
Flaky tests and selector drift eat engineering time. Learn how AI-powered self-healing agents detect, classify, and fix failing tests automatically.