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Test case generator agent
Learn how AI can assist you with creating test cases in BrowserStack Test Management.
The test case generator agent functions as an autonomous QA architect. It parses unstructured requirement documents (PDFs, images, Jira tickets) to construct structured, comprehensive test cases. It understands context, identifies positive/negative flows, and auto-populates fields like preconditions and priority.
Agentic capabilities
- Multi-format ingestion: Accepts prompts, PDFs, text files, screenshots, and links from Jira, Azure DevOps, Linear, Confluence, Figma, SharePoint, and OneDrive.
- Context awareness: Scans your existing test repository to ensure new cases align with established naming conventions and structures.
- Iterative refinement: Supports follow-up prompts to refine the output without restarting, down to individual fields of a test case.
- Requirement-aligned ordering: When you provide a single requirement document, generates test cases in the same order as its sections.
- Session-tied behavior: Run generation in the background in the Generate Test Cases with AI panel.
- Write specific, descriptive prompts. The Agent’s output quality depends directly on the clarity of your instructions.
- BrowserStack does not train its AI models on the data you provide.
Demo
Watch the following demo to see how the test case generator agent works:
Generate AI Agent-powered test cases
Our AI Agent-powered test case generation helps you create comprehensive and well-structured test cases quickly. You can generate test cases in plain English or in the BDD Gherkin format to align with your development practices.
You can generate test cases in the following ways:
- Quick prompt from the listing view: The fastest way to add test cases without leaving the page.
- From the Create Test Case form: Compose a clear and concise title of the feature or user story you want to test.
- From requirements and links: Generate test cases from requirement documents, images, prompts, or links from Jira, Azure DevOps, Linear, Confluence, Figma, SharePoint, and OneDrive.
- Iterative prompting: Best when the first draft is close but needs refinement.
For answers to common questions, refer to the test case generator FAQs.
- The AI generator agent analyzes context from Jira attachments, including PDF and image files, when creating test cases.
- A PDF attachment can have maximum of 25 pages.
- Select BDD as your output format to generate Feature/Scenario style content using standard Given / When / Then syntax.
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Contact our Support team for immediate help while we work on improving our docs.
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