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  1. AI Features
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  1. AI Features

Generating Test Cases

INFO
See Getting Started with AI Features for setup requirements.

Overview#

AI can quickly generate a large number of test cases based on your current API specs. These cases help verify the functionality, compliance, stability, and security of a single endpoint. You can also manage test cases by grouping and type.
On any endpoint documentation page, switch to the Test Cases tab. There you'll find the Generate with AI button. Click it to start.
image.png

Selecting Test Case Categories#

When you click Generate with AI, a settings panel will slide out on the right. Here, you can choose the types of test cases to generate:
CategoryDescription
Positive TestsVerify expected behavior with valid inputs
Negative TestsTest error handling with invalid inputs
Boundary TestsCheck edge cases and limit values
Security TestsValidate authentication, authorization, and security measures
image.png

Configuring Credentials#

If the endpoint requires credentials, the configuration will reference credentials. You can modify the credential values as needed. Keys are encrypted locally before being sent to the AI LLM's provider and automatically decrypted after generating test cases. This ensures both quick validation of credentials and information security.
image.png

Adding More Requirements#

Before generating, you can provide additional requirements in the text box at the bottom to improve accuracy. In the lower-left corner, you can configure how many test cases to generate β€” up to 80 cases at once. In the lower-right corner, you can switch the large language model and provider.
image.png

Generating Test Cases#

Click Generate, and AI will start creating test cases based on API specs and configuration. Once complete, you can click on a specific test case to view its request parameters, rename it, or adjust its category.
πŸ“· Test Case Generation Demo
use AI to generate test cases

Managing Generated Test Cases#

After generation, you can perform the following actions:
ActionDescription
RunCheck if the test case matches expectations via response
AcceptSave the test case under the Test Cases tab in your documentation
DiscardRemove test cases you don't need
Bulk ActionsSelect multiple test cases at once to run bulk operations
ai-generated-api-test-case.png
TIP
Pro Tip: Run multiple generation tasks at the same time with different AI models, providers, and configurations. This makes it easy to compare results, validate outputs, and quickly adopt the best test cases.
Modified atΒ 2026-01-23 07:17:04
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Enabling AI Features
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Modifying Schemas with AI
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