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Allure TestOps

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13:30
2026-07-15
dev.to
ai-agents

17 PRs a Day, One QA: How We Automated E2E Failure Triage

At pdf.net, a single QA engineer automated end-to-end test failure triage using a GitHub Action and Claude API, handling an average of 17 pull requests per day from 18 AI-augmented developers. The sys…

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pdf.net 1 Claude 1 GitHub Action 1 Linear 1 Slack 1 Vercel 1
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ai agents 1 developer tools 1 machine learning 1 large language models 1 mlops 1