We stopped leaving GitHub to debug test failures. Here's how.
Developers often leave GitHub to debug test failures, disrupting workflow and decision-making. A new tool, QAI Agent, allows teams to query test failure insights directly from PR comments. It provides targeted code fixes, framework-specific solutions, and historical failure trends without leaving GitHub.
- ▪QAI Agent integrates into GitHub PRs, enabling developers to ask questions about test failures without switching tools.
- ▪The agent identifies root causes of failures, prioritizes fixes by impact, and provides exact code changes for different testing frameworks.
- ▪It can compare current failures with historical data to determine if test stability is improving or deteriorating.
- ▪QAI Agent supports multiple frameworks including Playwright, Selenium Java, Selenium Python, and WebdriverIO.
- ▪By reducing context switching, the tool streamlines debugging and accelerates merge decisions.
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try { if(localStorage) { let currentUser = localStorage.getItem('current_user'); if (currentUser) { currentUser = JSON.parse(currentUser); if (currentUser.id === 3827294) { document.getElementById('article-show-container').classList.add('current-user-is-article-author'); } } } } catch (e) { console.error(e); } Tomer Lihovetsky Posted on May 1 We stopped leaving GitHub to debug test failures. Here's how. #github #testing #devops #playwright CI is red. You open the PR. Now what? You click the failing workflow. You read the logs. You open the trace viewer in a separate tab. You cross-reference the error with the code. You search Slack to see if this happened before. You go back to GitHub to leave a comment. Every time. For every failure. The problem isn't that debugging is hard.
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