FailSift turns noisy CI logs into concise, secret-safe failure reports. This first public beta includes the local CLI, completed-run GitHub client, Node and Python failure parsers, deterministic ranking, stable fingerprints, redaction, terminal/Markdown/JSON output, and the bundled Node 24 GitHub Action.\n\nValidation: 47 tests, 96.31% statement coverage, 86.38% branch coverage, zero npm audit vulnerabilities, and a clean secret scan.\n\nTry it directly from GitHub: npx github:danisantgry/failsift analyze ./ci.log