Test Automation Career Guide: Transition & Salary Insights
Complete guide to transitioning into test automation from manual testing or development. Learn skills, frameworks, AI integration & salary expectations.
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Knowledge HubFor QA Engineers
Real stories from building automation at scale. What worked, what didn't, and the hard-won lessons you won't find in documentation. Written for engineers who ship code, not just write tests.
Automation Architecture
Designing scalable, maintainable test frameworks that behave like real software systems - not scripts.
Quality Engineering
Shift-left thinking, quality strategy, and embedding testing into product and system architecture.
Tools & Practices
Hands-on evaluations of tools, workflows, and trade-offs used in real-world QA engineering teams.