AI Test Results Analysis and Error Classification
Hundreds of test failures per release. Developers manually triage: real bug, flaky test, environment issue, or test design flaw? AI classifies failures, groups similar ones, suggests root causes.
Case study: 300 failures in release. Manual triage: 4 hours. AI: 5 minutes. 60% environment-related, 25% flaky, 15% real bugs.
Timeframe: basic classifier: 2 weeks.







