GitLab Run Analyzer

Purpose and value are focused on actionable CI/CD visibility. The analyzer pulls runs and jobs from a GitLab project, computes health metrics, and presents trend data suitable for automation and reporting. It enables DevOps teams to quickly assess pipeline reliability, identify bottlenecks, and compare performance across branches or projects. The tool is designed for automation and integration, not for code modification.
Core functionality relies on querying the GitLab API with a project identifier or repository URL, applying a time window, and optionally filtering by branch or tag. It returns a structured digest of metrics plus a daily series to observe dynamics over time. The unique value lies in combining probabilistic quality signals (success rate, durations, failure reasons) with robust edge-case handling and exportable data formats for downstream workflows.
Use cases include post-merge validation, quarterly CI health checks, and cross-project benchmarking for release readiness. The tool is especially valuable to teams practicing continuous delivery, where rapid feedback on pipeline health accelerates resolution and planning. It excels when teams need repeatable, auditable metrics that support automation and governance without requiring manual data stitching.