Practical insights from building quality systems at scale. QA testing strategies, automation frameworks, and lessons learned from Google (Waze), AI platforms, and enterprise systems.
Allure TestOps: enterprise test management, live documentation, defect analytics, CI/CD orchestration
Aqua ALM: requirements management, test case design, traceability matrix, agile workflows, compliance
QA portfolio building: GitHub projects, technical blog, certifications, open source, personal brand, LinkedIn
QA community networking: conferences, Slack/Discord groups, meetups, open source, mentorship, job opportunities
QA career transitions: Manual to Automation, QA to Dev, QA to Management, Dev to QA, skill gaps, learning paths
Database migration testing, schema validation, Flyway/Liquibase integration, rollback testing, database CI/CD strategies
Deployment strategies for QA: blue-green testing, canary analysis, feature gates, progressive rollouts
DevOps metrics for QA: DORA metrics, test stability, flakiness rate, deployment success correlation