From manual to automated: a tester’s journey into AI
Master the RICCE framework to transition from manual testing to AI-augmented automation by leveraging structured prompting and the Playwright MCP agent ecosystem.
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Technical leader with a sixth sense for bugs. Avid learner, passionate about translating "dev-speak" to enable teams adopt automation and AI-accelerated quality engineering. I believe great software starts with user-focused problem solving, and automation should surface the bugs that PMs actually care about fixing.
Manual tester with two decades of EPOS experience. Focused on quality, clarity, and learning, especially automation, performance metrics, and API testing. Always refining how testing is done.
The answer to quality is context.
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