QE Process Flow

Test Case Generation Flow

End-to-end workflow from AI-assisted test generation through code review and GitLab integration

Scroll to explore. Click nodes for details. Use phase buttons to highlight sections.

QE Engineer

Choose
AI Tool

Claude Chrome Extension

Browser-based

Claude Desktop

Desktop App

Claude CLI

Terminal

Provide Context

Requirements / User Stories, Existing test data, Page Objects / API specs

Claude Generates Test Cases

Test scenarios, Test steps, Expected results, Test data

QE Review
& Refine

Iterate with Claude

Refine prompts

Export to Excel (.xlsx)

Saved locally

src/test/resources/testdata/excelData/

git add

Stage Excel files

git commit -m '...'

Add/update test cases

git push origin <branch>

GitLab Repository

penthera

Create Merge Request

Peer
Review

Merge to develop/master

Fix locally & re-push

Need changes

Approved

Changes requested

Node Categories

AI Tools

Claude AI interfaces for generating test cases across different workflows.

• Chrome Extension

• Claude Desktop

• Claude CLI

Actions

Steps that produce or transform test artifacts through the workflow.

• Provide Context

• Generate Test Cases

• Iterate with Claude

• Export to Excel

Decisions

Decision points that control the flow direction based on review outcomes.

• Choose AI Tool

• QE Review & Refine

• Peer Review

Storage

Persistent storage locations for test data and version-controlled code.

• Local Directory

• GitLab Repository

Git Operations

Version control operations for committing, pushing, and merging test data.

• git add

• git commit

• git push

• Create MR

• Merge

• Fix & re-push