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System Architecture

End-to-End QA Pipeline

From git push to bug ticket in under 3 minutes. 10 autonomous agents, 5 pipeline stages, zero manual intervention.

SYSTEM LIVE20 agents · 24/7
TRIGGER
ANALYZE
EXECUTE
REPORT
DELIVER
Deep Dive

Every integration, explained.

CI/CD

5 integrations

Agents run automatically on every push and PR. Drop our GitHub Action or GitLab template into your repo — zero config.

GitHub Actions

Run QA agents on every PR and push automatically

GitLab CI

Native pipeline integration with .gitlab-ci.yml

Jenkins

Plugin-based integration for enterprise CI pipelines

CircleCI

Orb-based setup for parallel QA agent execution

Bitbucket Pipelines

Seamless integration with Atlassian workflows

Issue Trackers

4 integrations

Bugs get filed automatically with screenshots, repro steps, severity, and stack traces. No copy-paste.

Jira

Auto-file bugs with severity, labels, and repro steps

Linear

Create issues with cycle assignment and priority mapping

GitHub Issues

File issues directly to your repo with screenshots

Notion

Sync bug reports to your Notion project databases

Communication

4 integrations

Get instant alerts when tests fail. Daily summaries of what passed, what broke, and what’s flaky.

Slack

Real-time alerts for failures, summaries, and reports

Discord

Webhook notifications for dev team channels

Email

Weekly digests and instant P0 bug notifications

Microsoft Teams

Adaptive card notifications for enterprise teams

Browsers

5 integrations

Every test runs in real browsers — not headless simulators. Chrome, Firefox, Safari, Edge, and mobile viewports.

Chrome

Full Chromium testing with DevTools protocol access

Firefox

Gecko engine testing for cross-browser coverage

Safari

WebKit testing for macOS and iOS compatibility

Edge

Chromium-based Edge for enterprise environments

Mobile

iOS Safari and Android Chrome emulation testing

Frameworks

7 integrations

Framework-aware testing that understands hydration, routing, state management, and async rendering.

React

Component-aware testing with hydration detection

Next.js

SSR/SSG support with route-based test generation

Vue

Vue-specific selectors and reactivity-aware waits

Angular

Zone.js stability detection and module-based testing

Svelte

Lightweight framework testing with fast DOM updates

Rails

Full-stack Ruby on Rails E2E and API testing

Django

Python backend API validation and template testing

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