Can it replace manual QA?

Agents help with repetitive browser and API checks. Exploratory testing and complex scenarios still need human QA.

How fast are test runs?

Run time depends on suite size and how much browser interaction each check needs.

QA & Testing Automation

Use Internal agents with browser and sandbox capabilities to run UI checks, execute test scripts, and report results via Slack or GitHub.

Typical use: Scheduled or PR-triggered Loops that test your app in Chromium and post failures, with screenshots, to a channel.

The Challenge

QA teams struggle to keep up with development:

Manual testing is slow - Takes days to test each release
Limited coverage - Can’t test every scenario and edge case
Regression bugs - Old features break with new changes
Cross-platform complexity - Web, mobile, different browsers
Scaling bottleneck - Can’t hire QA fast enough

The cost of poor testing:

Production bugs damage reputation
Customer churn from bad experiences
Emergency fixes disrupt development
QA team burnout
Delayed releases and lost revenue

The Solution

Auteryn QA agents generate test cases, run them in a browser or against your API, identify bugs, and create detailed reports.

Key Capabilities

Automated Test Generation

AI generates test cases from requirements, user stories, and existing code.

Web & API Testing

Test web UIs in the Chromium sandbox and exercise REST/GraphQL APIs from the same agent.

Visual Regression

Detect UI changes and visual bugs automatically with screenshot comparison.

Performance checks

Time page loads and API calls from the sandbox.

Bug Reporting

Automatically create detailed bug reports with screenshots, logs, and reproduction steps.

CI/CD Integration

Run tests on every commit or PR through a GitHub Loop, and post the results on the PR.

How It Works

Connect Your Application

Provide URLs and API endpoints. The agent explores your application’s structure.
Define Test Scenarios

Describe user flows, edge cases, and requirements. Agent generates comprehensive test cases.
Run Tests Automatically

Tests run on schedule, on every commit, or on demand.
Review Results

Get detailed reports with screenshots, logs, and reproduction steps for every bug found.

Example workflow

Schedule a Deep Internal agent to navigate your staging app in Chromium, follow a test checklist, capture screenshots on failure, and post results to Slack.

Features in Detail

Intelligent Test Generation

The agent automatically creates tests for:

User flows - Login, checkout, navigation, forms
Edge cases - Empty states, errors, boundary conditions
Accessibility - WCAG checks, keyboard navigation, labels
Security - XSS, CSRF, SQL injection, authentication
Performance - Load times, memory usage, API response times
Compatibility - Screen sizes

Test Execution

Run tests from the sandbox:

Web browser - Chromium (Playwright) in the managed sandbox
API testing - REST, GraphQL, WebSocket
Database testing - Data integrity and migrations (via DB client in the sandbox)
Integration testing - Third-party services and APIs
End-to-end flows - Complete user journeys

The sandbox runs Chromium only: no other browsers and no mobile devices.

Bug Detection & Reporting

When bugs are found:

Screenshots - Visual evidence of the issue
Console logs - JavaScript errors and warnings
Network logs - Failed requests and responses
Reproduction steps - Exact steps to reproduce
Environment details - Browser, OS, device info
Severity assessment - Critical, high, medium, low

Integration Options

GitHub

Trigger runs on PRs and commits through GitHub Loops; post results as PR comments.

Jira / Confluence

Create Jira issues and read Confluence pages through the Jira and Confluence Integrations.

Slack

Get test results and bug alerts in Slack channels.

Other CI (via sandbox / MCP)

Drive GitLab, CircleCI, or Jenkins by calling their CLI/API from the sandbox or a Custom MCP adapter.

Test management (via sandbox / MCP)

Sync with TestRail or similar via their API from the sandbox or Custom MCP. No native connector.

Browser testing

Run browser checks in the managed Chromium sandbox with Playwright and vision-based Computer Use.

Use Cases

Regression Testing

Prevent old bugs from returning:

Run full test suite on every release
Catch breaking changes early
Maintain quality as codebase grows
Reduce manual regression testing

API Testing

Ensure API reliability:

Endpoint validation
Response schema verification
Performance benchmarking
Error handling verification

Responsive Web Testing

Verify web UIs across viewport sizes:

Layout checks at different screen widths in Chromium
Visual regression via screenshot comparison
Form and navigation flows

Accessibility Testing

Ensure inclusive design:

WCAG 2.1 AA/AAA checks
Accessible names and labels
Keyboard navigation
Color contrast validation

Pricing

QA automation scales with your testing needs:

Free: $0/month — 1,000 credits
Pro: $29/month — 15,000 credits ($24/mo billed annually)
Business: $99/month — 60,000 pooled credits ($83/mo billed annually)
Enterprise: Custom pricing for high-volume testing

Actual test-run throughput depends on suite size and browser time. See Pricing for full plan limits and credit rates.

Get Started

Sign up free - No credit card required
Follow the quickstart - Create your first agent in 10 minutes
Use the qa-testing Skill - attach it to your Agent in the Console
Connect GitHub - Run tests on PRs and commits; reach GitLab or Jenkins from the sandbox

Questions?

Can it replace manual QA? Agents help with repetitive browser and API checks. Exploratory testing and complex scenarios still need human QA.
What frameworks are supported? Playwright and Chromium come with the sandbox. Other frameworks, such as Jest or Pytest, run when your project installs them there.
How fast are test runs? It depends on suite size and how much browser interaction each check needs.
Can it test mobile apps? Not native apps. The sandbox runs Chromium, so you can test a web app at phone screen sizes.
What about flaky tests? Tell it in its instructions to re-run a failure once and to report it as flaky if it then passes.

View all FAQs →