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What is Agnox?

Agnox is an AI Quality Orchestrator — a unified platform that brings together automated test execution, manual QA workflows, and intelligent AI features into a single, seamless experience for modern engineering teams.

The Problem Agnox Solves​

Modern QA teams face fragmented tooling: CI logs in GitHub Actions, manual test plans in spreadsheets, bug reports in Jira, and flakiness data scattered across dashboards. Agnox centralizes the entire quality operation in one place.

Two Ways to Run Tests​

Agnox supports two integration modes — choose the one that fits your workflow:

Agnox HostedExternal CI (Passive Reporter)
How it worksAgnox provisions a Docker container and executes your testsYour CI pipeline runs tests; a lightweight reporter streams results to Agnox in real time
Requires Docker imageYes — push your image to Docker HubNo — works with any existing Playwright setup
Best forFull isolation, multi-framework, scheduled runsTeams already running Playwright in GitHub Actions, GitLab CI, or locally

Official Framework SDKs​

For teams using the External CI path, Agnox provides official Adapters for each major testing framework. Installing an Adapter is a single configuration-level change — no individual test files are modified.

Adapters automatically capture Runtime Context at the exact moment of failure: the current page URL, console errors, failed network requests, and a DOM snapshot. This structured data feeds directly into the AI Root Cause Analysis engine, delivering significantly more accurate diagnostics than log parsing alone.

See the Integrations Overview → for a full comparison of AI RCA quality with and without an Adapter, and for the list of available packages.

Platform Highlights​

Investigation Hub​

Triage failures instantly with a real-time streaming terminal and visual artifact gallery. Drill into screenshots, traces, and logs from a single unified interface — and let AI surface the root cause automatically.

Quality Hub​

Build a living manual test repository with suite-grouped test cases. Generate structured test steps in seconds with AI, then combine manual and automated items into Hybrid Test Cycles.

AI Quality Orchestrator​

Seven opt-in AI features that work across your quality data:

  • Auto-Bug Generator — structured bug reports from failed logs, submittable to Jira, Linear, or Monday.com
  • Flakiness Detective — stability analysis and actionable recommendations
  • Smart Test Optimizer — BDD conversion with duplicate detection
  • Smart PR Routing — automatically route CI runs to relevant test folders
  • Quality Chatbot — natural-language queries over your test database
  • Spec-to-Test Generation — upload a PDF, DOCX, or Markdown spec to auto-generate a test case library
  • Automation Planner — AI scores your manual test library by risk level and generates a complete Markdown automation strategy document ready for Cursor or GitHub Copilot

Enterprise Connectors​

Create Jira, Linear, or Monday.com issues directly from failed tests. Receive real-time Slack and MS Teams notifications. Trigger runs from GitHub Actions, GitLab CI, Azure DevOps, Bitbucket, or any CI system. Send execution payloads to any endpoint via the generic outbound webhook.

The Agnox dashboard is organized as follows:

  • Dashboard — Live execution feed with flat and grouped views
  • Test Cases — Manual test case repository (Quality Hub)
  • Test Cycles — Hybrid cycle management and execution player
  • Stability — Flakiness Detective reports (AI feature)
  • Ask AI — Quality Chatbot (AI feature)
  • Automation Planner — AI-driven automation strategy generator (AI feature)
  • Settings — Organization, team, billing, integrations, AI configuration

Light / Dark Theme​

Use the theme toggle in the top-right header. Your preference is saved in localStorage and applied on every subsequent visit.

Getting Started Checklist​

New users see a floating Getting Started widget in the bottom-right corner with an interactive 3-step checklist:

StepAction
Connect Docker ImageGuided tour through Run Settings → first test execution → Investigation Hub
Run Your First TestResumes the tour at the execution step
Explore Platform Features5-step discovery tour covering Test Cases, Test Cycles, Team Members, and Env Variables

You can reopen the checklist at any time via the rocket icon at the bottom of the sidebar.

Next Steps​