FailBrief

FailBrief automatically analyzes every CI/CD failure in your GitHub repos using AI. When a workflow fails, you get an instant PR comment with the error classification, severity, and a suggested fix. Over time, FailBrief builds a searchable knowledge base of past failures and detects flaky tests that silently waste your team's time. The dashboard tracks health scores, failure trends, and mean time to resolution across all your repositories.