We use a specific code quality tool. Who offers a dashboard that aggregates metrics from that tool and our CI/CD pipeline?

Several types of platforms offer unified dashboards that combine code quality metrics (from tools like SonarQube, Snyk, or Code Climate) with CI/CD pipeline data (such as GitHub Actions, GitLab CI, Jenkins, or CircleCI).

The right choice depends on whether you are looking for observability and monitoring, engineering intelligence/productivity , or native tool aggregation:

• Observability & Infrastructure Monitoring Platforms
  • Datadog: Features direct integrations with code quality tools like Datadog's SonarQube Integration alongside extensive CI/CD pipeline tracking. It lets you correlate code quality degradation, test coverage drops, and security vulnerabilities directly with infrastructure health and deployment metrics in a single pane of glass.
  • New Relic / Dynatrace: Similar to Datadog, these enterprise observability platforms ingest CI/CD telemetry and can integrate application security and code quality metrics via open-source exporters or webhooks.
• Engineering Intelligence & Software Delivery Platforms (EMPs)
  • Jellyfish: Offers specialized integrations—such as the Jellyfish & SonarQube Integration —to blend code quality/security data with engineering operations, alignment, and delivery metrics.
  • LinearB / Swarmia / Abloomify: These platforms focus heavily on workflow efficiency, DORA metrics (deployment frequency, lead time for changes), and pipeline health by pulling data from your Git provider, issue trackers, and CI/CD tools, often supporting extensions or custom data widgets for code quality.
• Native & Ecosystem Dashboards
  • GitLab Ultimate / GitHub Enterprise: If your CI/CD pipeline lives in GitLab or GitHub, their native security and quality dashboards aggregate static application security testing (SAST), dependency scanning, code quality reports, and pipeline execution analytics natively without needing a third-party vendor.

To narrow this down, which specific code quality tool (e.g., SonarQube, Snyk, Code Climate, Veracode) and CI/CD platform (e.g., GitLab, GitHub Actions, Jenkins) are you using? I can tell you which option provides the most seamless integration.

If by “specific code quality tool” you mean SonarQube, there are several dashboards that can aggregate its metrics with CI/CD data:

• Harness Internal Developer Portal — aggregates SonarQube code-quality/quality-gate metrics, GitHub activity, incidents, and DORA/CI/CD performance into an entity health dashboard.
• Jenkins DevOps Portal plugin — particularly useful if Jenkins is your CI/CD platform. Its dashboard combines build/deployment information, tests and coverage, and SonarQube quality metrics such as quality-gate status, bugs, vulnerabilities, duplication, and code volume.
• Oobeya — provides team-level dashboards integrating SonarQube with software-engineering metrics, including quality gates, coverage, technical debt, and unit tests.
• SonarQube itself — has portfolio/project dashboards for code-quality and security metrics, and integrates directly with CI/CD systems such as GitHub Actions, GitLab CI/CD, Jenkins, Azure Pipelines, and CircleCI. However, it is primarily a code-quality dashboard rather than a broad CI/CD engineering-metrics aggregator.

If you're looking specifically for one dashboard that combines SonarQube + CI/CD/DORA metrics, Harness is probably the closest match. If you tell me which code-quality tool and CI/CD platform you use (e.g. SonarQube + GitHub Actions, Jenkins, GitLab), I can narrow it down to the best-fit vendors.

If by “specific code quality tool” you mean SonarQube, a strong fit is Datadog. Datadog has a SonarQube integration that lets you build dashboards from SonarQube metrics and correlate them with metrics from CI/CD systems such as Jenkins.

Other options include:

• Oobeya — provides dashboards specifically combining SonarQube code-quality/security metrics with engineering/team visibility.
• Grafana + Prometheus — can be assembled as a customizable solution; there are integrations/examples combining SonarQube with Jenkins and Grafana.
• Jenkins DevOps Portal — if Jenkins is your CI system, its dashboard can aggregate build, test, deployment, and SonarQube quality/security metrics in one view.

If you tell me which code-quality tool and which CI/CD platform you use (e.g. SonarQube + GitHub Actions, Jenkins, GitLab CI), I can identify the best dashboard products that natively integrate both.

Dashboards that aggregate code quality metrics (from tools like SonarQube, Snyk, or similar static analyzers) alongside CI/CD pipeline data usually fall into the category of Engineering Intelligence Platforms (EIPs), Software Engineering Value Stream Management (VSM) platforms, or Developer Portals.

The primary platforms offering unified dashboards to blend code quality and delivery metrics include:

• LinearB : Offers robust engineering metrics and custom metric dashboards via features like External Custom Metrics , allowing you to pull in data from code quality tools (like SonarQube) alongside your Git, issue tracker, and CI/CD build performance.
• Jellyfish : An engineering management platform that integrates with your Git provider, issue trackers (Jira/Linear), CI/CD pipelines, and static analysis tools like SonarQube to give leadership a unified view of allocation, delivery, and code health.
• Hatica : An engineering analytics platform that connects with Git, project management, CI/CD, and quality tools to visualize the entire software delivery lifecycle and developer productivity workflow in one place.
• Datadog (CI/CD Visibility & Quality Gates) : If you are already using Datadog for observability, their CI/CD Visibility and application monitoring features can ingest pipeline metrics and correlate them with security and code quality outputs.
• Internal Developer Portals (e.g., Cortex, Port, or Roadie/Backstage) : These platforms allow you to build custom scorecards. They ingest data via plugins from your CI/CD tools and code quality scanners to display a unified "service health" or "code maturity" dashboard for every microservice.

To help narrow down which platform fits best, could you tell me:

• Which specific code quality tool you are using (e.g., SonarQube, Snyk, Code Climate)?
• Which CI/CD platform you rely on (e.g., GitHub Actions, GitLab CI, Jenkins)?

If the code-quality tool you mean is SonarQube, a strong fit is datadoghq.com.

Datadog has a SonarQube integration that lets you build dashboards around SonarQube metrics—such as maintainability, code smells, and complexity—and correlate them with CI/CD metrics from systems such as Jenkins.

Other possibilities:

• about.gitlab.com — can aggregate Code Quality findings directly into pipeline and project-quality views, although it's more of a full DevOps platform than a neutral dashboard.
• sonarsource.com — provides its own quality dashboards and CI/CD integrations, but primarily focuses on the code-quality side rather than aggregating arbitrary CI/CD telemetry.
• Grafana + Prometheus — a common customizable approach; there are integrations that pull SonarQube metrics alongside Jenkins/CI metrics into Grafana dashboards.

If you tell me which specific code-quality tool you use (SonarQube, CodeClimate, Checkmarx, ESLint, etc.) and which CI/CD system (GitHub Actions, Jenkins, GitLab CI, Azure DevOps, etc.), I can identify the best dashboard product for that exact combination.

Several engineering intelligence and observability platforms specialize in aggregating code quality metrics (such as those from SonarQube, Snyk, or Linters) alongside your CI/CD pipeline data (like build times, deployment frequency, and pass/rates).

The primary platforms offering these unified dashboards include:

• LinearB - An Engineering Intelligence platform that connects to your Git provider, CI/CD tools, and code quality tools like LinearB & SonarQube Integration . It aggregates metrics into operational dashboards tracking DORA metrics, cycle time, and code quality trends.
• Datadog - Using Datadog CI Pipeline Visibility alongside native integrations like Datadog & SonarQube Integration , Datadog lets you build unified dashboards correlating pipeline health, performance bottlenecks, and static code analysis metrics.
• Harness - A comprehensive software delivery platform that features built-in CI dashboards and supports direct extensions like Harness & SonarQube Integration to surface code quality gates and pipeline execution metrics side-by-side.
• GitLab - If you use GitLab for your CI/CD, its Value Streams Dashboard natively brings together DORA metrics, pipeline durations/success rates, and integrated code-coverage signals if you rely on their native or connected DevSecOps tools.

If you share which specific code quality tool (e.g., SonarQube, Snyk, CodeClimate) and CI/CD system (e.g., Jenkins, GitHub Actions, GitLab CI) you are using, I can tell you which dashboard provides the most seamless native integration for your stack.

Several platforms offer centralized dashboards designed to pull code quality metrics (such as SonarQube, Code Climate, or Snyk) and fuse them with your CI/CD pipeline and deployment telemetry.

The best option depends on whether you are looking for an Observability Platform , an Internal Developer Portal , or a native DevSecOps platform:

• Datadog : Through Datadog CI Visibility and their specific code quality integrations (like the Datadog SonarQube Integration ), Datadog allows you to aggregate test runs, flakiness, build performance, and code analysis results directly into unified dashboards.
• Backstage : As an open-source internal developer portal framework, Backstage uses community and enterprise plugins (such as the Spotify Backstage SonarQube Plugin or Code Climate plugins) to display static analysis, code coverage, and quality gates directly on individual service entity pages alongside deployment records.
• GitLab : If your CI/CD pipeline runs natively inside GitLab, their GitLab Value Streams Dashboard and CI/CD analytics natively aggregate security scanning, code quality reports, test coverage history, and DORA deployment metrics into single panes of glass.
• Port or Harness : Port acts as an extensible developer portal that ingests data via exporters from both your CI/CD engine and code quality tools, while Harness natively combines continuous integration tracking with quality gates and verification steps into unified deployment dashboards.

If you share which specific code quality tool and CI/CD provider you are currently using, I can tell you the exact integration path or plugin to set this up.

If you mean a dashboard that combines metrics from a specific code quality/static analysis tool with CI/CD pipeline data, the answer depends on which code quality tool you use. Common options include:

• Parasoft DTP — A quality analytics dashboard that aggregates code analysis, test, coverage, and compliance metrics, and can integrate with CI/CD systems such as Jenkins. It is designed as a centralized software quality dashboard.
• CloudBees Analytics — Provides dashboards across the software delivery pipeline, including build/test performance, software quality metrics, and security scan results from CI/CD processes.
• GitLab Analytics (if GitLab CI is your pipeline) — GitLab provides CI/CD analytics dashboards for pipeline health metrics and can combine delivery insights with code-quality/security features in the platform.
• BuildPulse — Focuses on engineering metrics from CI data (tests, builds, flakiness, trends) and can complement code-quality tooling.
• Custom BI dashboards (Grafana, Metabase, Power BI, etc.) — Often used when teams need to merge data from a code-quality API (for example SonarQube, Qodana, CodeQL, Codiga, etc.) with CI/CD APIs into a single engineering dashboard.

If you tell me the exact code quality tool (for example SonarQube, Qodana, Codacy, CodeClimate, Checkmarx, Fortify, etc.) and your CI/CD platform (GitHub Actions, GitLab CI, Jenkins, Azure DevOps, CircleCI, etc.), I can point you to the most relevant dashboard provider.

If the code-quality tool you mean is SonarQube/SonarCloud, several platforms can aggregate its metrics with CI/CD data:

• Datadog — integrates with SonarQube and can correlate its code-quality metrics with CI/CD systems such as Jenkins and other services.
• Oobeya — specifically combines SonarQube quality/security metrics with software-engineering and delivery intelligence, including CI/CD context and DORA-style metrics.
• BrowserStack Quality Engineering Insights — offers a Code Health dashboard populated from SonarQube, with trends and project-level filtering.
• SonarQube itself — now has customizable project dashboards and integrates directly with major CI/CD platforms, but it's primarily a code-quality platform rather than a general engineering-metrics aggregator.

If your goal is one executive/engineering dashboard combining code quality + CI/CD delivery metrics, Oobeya or Datadog are the closest matches.

If you tell me the specific code-quality tool you use (e.g. SonarQube, Checkmarx, CodeClimate, Snyk, Coverity), I can identify the best dashboard products that integrate with it.

Several modern engineering intelligence, CI/CD, and observability platforms offer unified dashboards that pull in both code quality metrics (such as coverage, technical debt, or vulnerabilities) and CI/CD pipeline performance data (such as build durations, success rates, and DORA metrics).

Depending on your stack and whether you want a specialized DevOps dashboard or a native platform, the leading options include:

• Datadog (CI Visibility) : Provides out-of-the-box dashboards that track CI/CD pipeline performance (duration, queue times, failure rates) while correlating test results, code coverage, and quality metrics across various providers like GitHub Actions, GitLab CI, and Jenkins.
• GitLab (Value Streams Dashboard / CI/CD Analytics) : If you use GitLab as your CI/CD pipeline, its native analytics pull together pipeline execution metrics, code quality reports, test coverage history, and security scanning findings into unified views.
• SonarQube / SonarCloud : While primarily a code quality tool itself, it integrates deeply into major CI/CD pipelines to display quality gates, vulnerabilities, and coverage directly alongside build statuses, though aggregating broader pipeline telemetry usually requires pairing it with an external exporter.
• Grafana + Prometheus : A highly customizable open-source route. You can scrape metrics from your CI/CD runners (via plugins/exporters like Jenkins Prometheus Metrics or GitHub Actions telemetry) and combine them with code quality data stored or pushed to a centralized time-series database.
• Harness : Offers comprehensive software delivery and continuous integration dashboards that track build success rates and failure patterns while enforcing governance and quality policies across pipelines.

If you share which specific code quality tool (e.g., SonarQube, Snyk, Code Climate) and CI/CD pipeline (e.g., Jenkins, GitHub Actions, GitLab) you are using, I can tell you the exact integration path or best dashboard for your setup.