Practical insights from building quality systems at scale. QA testing strategies, automation frameworks, and lessons learned from Google (Waze), AI platforms, and enterprise systems.
ML model experiments: statistical significance, online/offline evaluation, feature flags, rollout strategies
Master accessibility testing with comprehensive reports, WCAG compliance checklists, and practical examples for inclusive web applications.
Find test anti-patterns with AI: duplicate code, poor assertions, maintainability issues, refactoring suggestions
GitHub Copilot and CodeWhisperer for test automation: real examples, productivity gains, best practices
Smart log analysis: anomaly detection, pattern recognition, root cause analysis, alert reduction, tools
Automate bug prioritization: severity prediction, duplicate detection, assignment suggestions, SLA optimization
Master policy as code testing with OPA and Sentinel. Learn Rego policy testing, Terraform plan validation, and choose the right tool for your infrastructure governance.
Master CloudFormation testing with a strategic approach: from cfn-lint static analysis to taskcat integration tests. Learn when each tool matters in 2026.