Featured Articles
Scraping for Quality: How n8n + Firecrawl Turn Web Scraping into Continuous QA Automation
QA automation isn't just about test execution anymore. Learn how n8n and Firecrawl create an always-on observation layer that detects regressions, content drift, and SEO issues traditional frameworks miss.
From Scripts to Systems: How QA Wins with AI
An AI test generator passed demos but failed production. The rebuild followed three rules: context, governance, trust. Here's the framework that cut maintenance 60% and passed security review.
From Manual Tester to AI Test Architect: Your 90-Day Plan
A senior QA with eight years of UI automation failed an 'AI Test Architect' interview after three questions. This is your 90-day roadmap to cross the skills gap with actionable milestones and deliverables.
All Articles
Scraping for Quality: How n8n + Firecrawl Turn Web Scraping into Continuous QA Automation
QA automation isn't just about test execution anymore. Learn how n8n and Firecrawl create an always-on observation layer that detects regressions, content drift, and SEO issues traditional frameworks miss.
From Scripts to Systems: How QA Wins with AI
An AI test generator passed demos but failed production. The rebuild followed three rules: context, governance, trust. Here's the framework that cut maintenance 60% and passed security review.
From Manual Tester to AI Test Architect: Your 90-Day Plan
A senior QA with eight years of UI automation failed an 'AI Test Architect' interview after three questions. This is your 90-day roadmap to cross the skills gap with actionable milestones and deliverables.
Who Tests the Testers? A Guide to AI Assurance for QA Teams
A fintech AI fraud detector had 37% false positives in production, costing $2.3M in week one. The issue? Weekend transactions were flagged as suspicious. This is your framework for testing AI systems across six critical dimensions.