| **CI Alerts** | Real-time alerting for pipeline failures and performance issues | [ci-alerts](https://gitlab.com/gitlab-org/quality/analytics/ci-alerts) | Active | High - Could become native pipeline alerting |
| **CI/CD Pipelines Observability** | Pipeline visualizer, failure categorization, CI log scraping for custom metrics, and comprehensive analytics requiring tests as first-class citizens and runner improvements | [Epic #22](https://gitlab.com/groups/gitlab-org/quality/analytics/-/epics/22), [Pipeline Visualizer](https://pipeline-visualizer-gitlab-org-quality-engineeri-bcf92e4999c4df.gitlab.io/), [Failure Categories](https://gitlab.com/gitlab-org/quality/triage-ops/-/blob/master/doc/failure_categories.md) | Active | High - Requires runner epic and native test concept in product |
| **CI/CD Pipelines Observability** | Pipeline visualizer, failure categorization, CI log scraping for custom metrics, and comprehensive analytics requiring tests as first-class citizens and runner improvements | [Epic #22](https://gitlab.com/groups/gitlab-org/quality/analytics/-/epics/22), [Pipeline Visualizer](https://pipeline-visualizer-gitlab-org-quality-engineeri-bcf92e4999c4df.gitlab.io/) and [the issue to add it to the product](https://gitlab.com/gitlab-org/gitlab/-/work_items/508903), [Failure Categories](https://gitlab.com/gitlab-org/quality/triage-ops/-/blob/master/doc/failure_categories.md) | Active | High - Requires runner epic and native test concept in product |
| **Snowflake Observability** | Custom dashboards and analytics for GitLab.com operations and performance | [snowflake-dashboard-sql](https://gitlab.com/gitlab-org/quality/analytics/snowflake-dashboard-sql) | Active | High - Could be integrated directly in product |
