Contra - A professional network for the jobs and skills of the futureAI-Assisted Testing to Improve Test Coverage & Stability What I explored and implemented Used AI-...
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Pradeep Shinde
• Jan 27
AI-Assisted Testing to Improve Test Coverage & Stability
What I explored and implemented Used AI-assisted testing techniques to support functional and automation testing, focusing on faster test creation, better coverage, and reduced maintenance.
How AI was used
Generating test ideas and edge cases for complex workflows
Assisting with Playwright test script drafts
Analyzing flaky test patterns and failure trends
Improving test data variation and scenario coverage
Value delivered
Faster test design cycles
Better coverage of “unknown” edge cases
Reduced human bias in scenario creation
Tools & concepts LLM-assisted test design, Playwright, exploratory testing, test analysis
Quality Assurance EngineeringGitHubAI AutomationPlaywright
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