TestDino

What is TestDino?

TestDino is a centralized test reporting and analytics platform purpose-built for Playwright-based test automation teams. It replaces manual failure analysis by automatically categorizing test failures into actual bugs, flaky tests, and UI changes with confidence scores. The platform integrates seamlessly into CI/CD pipelines with a single line of configuration, centralizing test runs across branches and pull requests. By surfacing root-cause patterns, tracking flakiness trends, and providing role-specific dashboards for QA engineers, developers, and managers, TestDino reduces debugging time significantly and helps teams ship with confidence.

Key Features

• Failure Classification and Root-Cause Analysis

  Automatically categorizes test failures as actual bugs, flaky tests, UI changes, or miscellaneous issues with confidence scores. Identifies likely root causes such as timeouts, assertion failures, or API errors to accelerate debugging.

• Flakiness Detection and Tracking

  Monitors test stability across multiple runs, ranks flaky specs by failure rate, and visualizes patterns to help teams prioritize fixes for unreliable tests.

• Role-Specific Dashboards

  Provides tailored views for QA engineers with detailed failure analysis, developers with branch-specific PR results, and managers with release readiness and stability trends.

• GitHub and CI/CD Integration

  Posts AI-generated summaries directly to commits and pull requests, enforces quality gates to block merges, and supports GitHub Actions, GitLab CI, Jenkins, and CircleCI with minimal configuration.

• Test Analytics and Comparison

  Tracks execution speed, pass rates, and performance trends. Compares test results across environments and branches to identify configuration drift and performance bottlenecks.

• Integrated Issue Tracking and Communication

  Creates Jira and Linear issues directly from failed tests, sends Slack summaries, and maintains centralized test case management within the platform.

Use Cases

• Accelerating Test Triage and Debugging : QA engineers and developers use TestDino to quickly identify whether a test failure is a real bug, a flaky test, or an environmental issue, reducing triage time by up to 80%.
• Reducing Test Infrastructure Costs : Teams identify and fix slow and flaky tests that extend CI/CD duration, optimizing test execution time and reducing infrastructure costs.
• Improving Release Confidence : Managers monitor release readiness through stability trends and quality metrics, making data-driven decisions about deployment timing and testing resource allocation.
• Maintaining Long-Term Test Health : Teams track flakiness patterns and test performance over time, catching emerging issues early and preventing test suites from degrading.
• Streamlining Cross-Team Collaboration : Provides a single shared view of test health that aligns QA, developers, and managers around project status and priorities.

FAQs