Elevator pitch Real-time GitLab pipeline health dashboard with MR metrics and failure root-cause analysis.
Industry DevOps / CI-CD Pipeline Management
Problem
- Pipeline failures lack visibility into root causes and impact patterns.
- Teams spend hours correlating MR changes with test failures and deployment blockers.
Solution
- Aggregate pipeline logs and MR diffs to surface failure trends automatically.
- Highlight high-risk commits and suggest rollback or fix strategies.
Tools
gitlab-pipeline-fetcher: Retrieve pipeline runs, job logs, and failure metadata (returns structured failure events)mr-diff-analyzer: Extract changed files and code patterns from merge requests (returns diff summaries)failure-correlator: Match pipeline failures to MR commits and identify recurring failure patterns (returns correlation insights)deployment-blocker-detector: Flag MRs blocking deployments and estimate time-to-resolution (returns blocker alerts)
Widgets
/dashboard: Pipeline health heatmap, top failures, and MR risk scores/mr-detail: Inline failure predictions and related pipeline history for each MR
Conversation starters
- "Show me why our main branch pipeline failed yesterday and which MR caused it."
- "Which merge requests are currently blocking production deployments?"