FailBrief is an automated tool that utilizes artificial intelligence to identify and categorize continuous integration and deployment (CI/CD) failures within GitHub repositories. Upon detecting a failure, it generates immediate pull request comments with detailed analysis including the type of error, its severity level, and recommended solutions. Additionally, FailBrief maintains a searchable database of past failures for reference and identifies flaky tests that cause unnecessary delays in development cycles.