CI/CD pipeline monitoring
Monitor every CI/CD pipeline in one dashboard
CI/CD Watch is a CI/CD observability platform that monitors pipelines across GitHub Actions, GitLab CI, Bitbucket Pipelines, CircleCI, Azure DevOps, and Jenkins, tracking status, DORA metrics, costs, and flaky tests in one real-time view.
Provider-native UIs stop scaling past one repo
The GitHub Actions tab is fine when you have one repository. The GitLab pipelines view is fine when you have one project. The Jenkins dashboard is fine when you have one controller. They stop being fine the moment you have 20 repos, two providers, and a release train that touches all of them.
CI/CD pipeline monitoring exists to solve that scaling problem. It pulls every run from every provider into one view, keeps it up to date in real time, and layers on the signals that provider UIs rarely surface: duration trends, stability classification, cost, flakiness, and the DORA delivery metrics.
Rolling your own version of this is a reasonable choice for some teams: a BI tool pointed at the Actions API, a Jenkins plugin and a couple of Grafana panels, maybe a spreadsheet. It works, until the API rate limit bites or a provider changes a schema and the glue breaks. Build-versus-buy is a real decision, and both answers fit different teams.
What CI/CD pipeline monitoring should cover
Beyond green and red, six signals tell you whether your delivery system is healthy.
Status and duration
Every run, across every repo, across every provider: queued, running, success, failure, cancelled. p50 and p95 duration trends over 7, 30, and 90 days.
DORA metrics
Deployment frequency, lead time for changes, change failure rate, and mean time to recovery. Derived from pipeline data, with configurable deployment-detection rules.
Pipeline stability
Healthy, flaky, or broken classification per pipeline, based on failure rate and flip rate. Spot pipelines that pass on rerun more often than they pass first time.
Cost and waste
Compute spend plus developer wait time per pipeline, repo, and org. Waste categories for failed, cancelled, duplicate, and flaky runs.
Flaky test detection
JUnit XML parsing identifies which tests fail intermittently, how often they flip on rerun, and the compute and wait time they cost you.
PR health
CI success rate per pull request, time-to-first-green, and the PRs blocked longest by failing or queued pipelines.
Monitoring by provider
CI/CD Watch supports six providers today. Click through for the provider-specific monitoring page.
GitHub Actions
Monitor →Workflow runs, job-level duration, and spend across every repository. Real-time updates via ETag-based conditional requests.
GitLab CI
Monitor →Pipelines, stages, and jobs across GitLab projects. Works with GitLab.com and self-managed GitLab installations.
Bitbucket Pipelines
Monitor →Pipeline runs, step durations, and build-minute spend across Bitbucket workspaces and repositories.
CircleCI
Monitor →Workflow and job health across CircleCI projects. Credit usage, duration trends, and flaky test detection.
Azure DevOps
Monitor →Build and release pipelines across Azure DevOps organisations and projects. Agent queue time, duration, and stability.
Jenkins
Monitor →Freestyle jobs, Pipeline jobs, and Multibranch Pipelines across one or more Jenkins controllers. Connect via API token.
How CI/CD Watch approaches multi-provider monitoring
Rate-limit-aware, read-only, and built from a real mixed-provider estate.
Read-only by design
CI/CD Watch reads pipeline runs, log summaries, test reports, and billing data. It never modifies workflows or writes to source repositories.
Rate-limit aware
ETag-based conditional requests return 304 Not Modified when nothing has changed. A rate-limit-aware scheduler backs off when a provider is close to its quota, so heavy polling never blocks your own CI traffic.
Five interfaces
Web dashboard, Public API, MCP server, CLI, and Slack. Monitor from the browser, query from Claude or Cursor, script from the terminal, or get alerts in Slack, whichever fits your workflow.
Built from a real multi-provider estate
CI/CD Watch started as an internal tool for tracking pipeline health across a mixed GitHub Actions and Jenkins estate. The same engine now powers the SaaS platform.
Frequently asked questions
What is CI/CD pipeline monitoring?
CI/CD pipeline monitoring tracks the execution of continuous integration and continuous delivery pipelines across one or more providers. Beyond the green/red status, it covers duration, stability, cost, test results, and delivery metrics such as DORA. Good monitoring answers three questions on one screen: what is running right now, what is failing or slow, and how has delivery performance trended.
Why not just use the provider's native UI?
Provider-native UIs (the GitHub Actions tab, the GitLab pipelines view, the Jenkins dashboard) work well for one repository or one project. They stop scaling once you have 20 or 30 repos, two providers, and a release train that touches all of them. Each UI wants its own tab and its own refresh cycle, and none of them speak to each other. Teams with mixed CI estates end up rebuilding cross-provider views in BI tools or bespoke scripts.
Which CI/CD providers does CI/CD Watch support?
Six: GitHub Actions, GitLab CI, Bitbucket Pipelines, CircleCI, Azure DevOps, and Jenkins. Connections are read-only and use each provider's official API and webhook surface. CI/CD Watch never reads source code or writes to repositories.
Does CI/CD Watch require agents or CI configuration changes?
No. CI/CD Watch connects via each provider's API and webhooks. There is no agent to install and no YAML to add. Most providers connect via OAuth; Jenkins uses an API token.
How is 'real-time' achieved without hammering provider APIs?
Change detection uses ETag-based conditional requests, which return 304 Not Modified when nothing has changed and cost almost nothing against the rate-limit budget, combined with webhook events where the provider supports them. A rate-limit-aware scheduler backs off when a provider is close to its quota.
What is included on the free plan?
Monitoring is free: pipeline runs, workflow status, duration, and basic stability across up to three repositories. Analytical insights (cost breakdowns, PR waste detection, trend reports, and test-level stability detail) are on paid plans. Slack alerts are available from the Team plan upwards.
More on methodology: DORA metrics, pipeline stability, cost calculations, and flaky test detection.
Start monitoring your CI/CD pipelines
Free to get started. Connect a provider, pick your repositories, and see your first dashboard in under a minute.