Livoa
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Developer/CI
AI Testing Agent
LLM/Model
Test Runner
(Playwright/Selenium)
System Under Test
Logs/Screenshots/Artifacts
1
Trigger test run / nightly pipeline
2
Collect inputs (cases, logs, screenshots, specs)
Understand scope & test intent
Execute selected tests
Interact (UI/API)
Analyze failures (classify, root cause, fix ideas)
Summary report + RCA + suggested PR/defect
Developer/CI
AI Testing Agent
testai
by sam
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