# Playwright Test Reporting & Observability | TestDino

> Centralized Playwright test reporting with embedded trace viewer, flaky test detection, AI failure classification, error grouping, and CI integration.

Source: https://testdino.com//features

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Test with confidence

# Playwright Test Reporting & Observability Features

Centralized Playwright test reporting with embedded trace viewer, flaky test detection, AI failure classification, error grouping, and CI integration.

[Start for free](https://app.testdino.com/auth/signup?utm_source=website&utm_medium=cta&utm_campaign=landing)

![TestDino features dashboard overview]

###### Playwright-native reporting

###### AI-powered test analysis

[Get started](https://app.testdino.com/auth/signup?utm_source=website&utm_medium=cta&utm_campaign=landing)

Trusted by teams at

![Swatch]

![Malwarebytes]

![Deriv]

![OpenObserve]

![Keen]

![Rho]

![Franklin]

![Lumin]

## Test Insights

Test Insights

- Real-Time Streaming
- Run Summary
- PR Coverage
- Test Trends
- Code Coverage
- Environment Mapping

### Real-Time Streaming

Watch test results stream live as each test completes. Supports sharded CI runs with instant pass/fail visibility. No refresh needed.

[Stream results](https://testdino.com//features/real-time-streaming)

![Real-Time Streaming]

### Run Summary

Detailed run reports with summary, spec file view, error breakdown, run comparison, and configuration tabs.

[View run history](https://testdino.com//features/run-summary)

![Run Summary]

### PR Coverage

Inline test summaries on GitHub and GitLab PRs with new vs pre-existing failure classification and flaky test indicators.

[See PR coverage](https://testdino.com//features/pr-coverage)

![PR Coverage]

### Test Trends

Interactive analytics for test runs, test cases, and errors. Track pass rate trends, flakiness over time, and regression signals.

[View trends](https://testdino.com//features/test-trends)

![Test Trends]

### Code Coverage

Istanbul-based code coverage for Playwright tests with automatic shard merging, coverage diffs, and branch comparison.

[Track coverage](https://testdino.com//features/code-coverage)

![Code Coverage]

### Environment Mapping

Map Git branches to named environments using regex patterns. Filter trends, compare failures, and scope flaky detection per environment.

[Map environments](https://testdino.com//features/environment-mapping)

![Environment Mapping]

## Debugging

Debugging

- Test Evidence
- Flaky Tests
- Trace Viewer
- Error Groups

### Test Evidence

Failure screenshots, full test execution video, and retry-level evidence for every Playwright test attempt in one view.

[View evidence](https://testdino.com//features/test-evidence)

![Test Evidence]

### Flaky Tests

Detect flaky Playwright tests via retry analysis and cross-run patterns. Classify root causes and track stability trends over time.

[Detect flaky tests](https://testdino.com//features/flaky-tests)

![Flaky Tests]

### Trace Viewer

Step through Playwright test execution in your browser. Inspect DOM snapshots, network requests, console logs, and source code with no download required.

[Open trace viewer](https://testdino.com//features/trace-viewer)

![Trace Viewer]

### Error Groups

Automatically group Playwright test failures by error pattern. Fix the root cause once instead of triaging failures one by one.

[Group errors](https://testdino.com//features/error-grouping)

![Error Groups]

## Test Management

Test Management

- Test Cases
- Test Explorer
- Bug Reports
- Scheduled Reports
- CI/CD Integrations
- Test Tags

### Test Cases

Create, organize, and maintain manual and automated test cases. Suites, custom fields, edit history, and bulk operations included.

[Manage test cases](https://testdino.com//features/test-cases)

![Test Cases]

### Test Explorer

Analyze flaky rates, pass rates, and execution durations across spec files and individual test cases.

[Explore tests](https://testdino.com//features/test-explorer)

![Test Explorer]

### Bug Reports

Create prefilled bug reports in Jira, Linear, Asana, or Monday.com directly from any failed or flaky test. Full context included automatically.

[Connect trackers](https://testdino.com//features/bug-reports)

![Bug Reports]

### Scheduled Reports

Automated PDF test reports delivered to your team on a schedule. Executive summary, trend graphs, and branch statistics with no manual effort.

[Schedule reports](https://testdino.com//features/scheduled-reports)

![Scheduled Reports]

### CI/CD Integrations

Connect TestDino to GitHub Actions, GitLab CI, Azure DevOps, and TeamCity. Post results, block merges, and route alerts automatically.

[Connect CI](https://testdino.com//features/cicd-integrations)

![CI/CD Integrations]

### Test Tags

Organize, filter, and gate tests with tags and testdino: annotations. Set priority, owner, feature area, and Slack routing directly from test code.

[Tag tests](https://testdino.com//features/test-tags)

![Test Tags]

## AI Intelligence

AI Intelligence

- MCP Server
- Playwright Skill

### MCP Server

Let Claude, Cursor, and other coding assistants query test runs, debug failures, and suggest fixes via the TestDino MCP server.

[Connect MCP](https://testdino.com//features/mcp-server)

![MCP Server]

### Playwright Skill

Installable skill for writing, debugging, and maintaining Playwright tests. Works with Claude Code, Cursor, VS Code Copilot, and Gemini CLI.

[Read the docs](https://docs.testdino.com/mcp/overview)

![Playwright Skill]

## FAQs

### Do I need to change my test configuration?

No. TestDino works with your existing Playwright setup. Add the TestDino reporter to your config file and your results start flowing in. No test rewrites, no framework changes, no migration steps.

### How does error grouping work without AI?

### What should I run as my AI model?

### Is my test data used to train models?

### What CI providers do you support?