AI Agent Flow

AI Agent Test Generation

QE-driven workflow: AI Agent fetches Jira & Confluence context, generates tests with Claude AI via MCP, handles review cycles, and executes with ReportPortal reporting

Quality Engineer

Claude AI Agent

Orchestrates via MCP protocol

Jira Ticket

User stories & acceptance criteria

Confluence

FRS docs & specifications

Test Case Design

Scenarios, steps, expected results, test data

Test Code

Java / TestNG / Playwright code

Review

Execution

Run approved test cases

Method

Import to AIO

Manual test management

Penthera Agent

Playwright + TestNG execution

Live

ReportPortal

Test results & analytics

Request

Get Tickets

Get FRS

Design Tests

Generate Code

Need Improvement

Approved

Manual

Agentic

Run & report to RP

AI Agent Test Generation

Legend