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Get Better Results from Vansah Intelligence

Prepare clear requirements, choose useful generation context, review AI suggestions, and recover from partially completed generation.

Give Vansah Intelligence clear requirement information, then review the suggested content before using it. The most useful starting point is a requirement that explains the behavior to test and the outcome you expect.

Prepare the requirement

Include

Example

Purpose

A signed-in shopper can submit an order.

Business rules

An order requires a delivery address and at least one available item.

Expected outcomes

A successful order shows a confirmation and an order reference.

Exceptions

Explain what should happen for unavailable stock or an invalid address.

Use clear summaries, descriptions, and acceptance criteria in Jira work items or the selected Test Folder. Resolve contradictions and replace vague instructions such as “test everything” with a useful scope.

Choose relevant context and settings

Start from the work item or folder that represents the requirement. Review the context available in that workflow, choose the case type and script format, and select only the additional information needed for the task.

Context can vary by feature, settings, and subscription. See Prepare Context for AI Test Case Generation for work item links, folder information, and attachment preparation.

Review headlines before creating scripts

  1. Read the suggested headlines and compare them with the requirement.

  2. Edit unclear wording and remove irrelevant or overlapping suggestions.

  3. Select the cases you need and continue to script generation.

  4. Open the saved cases and verify their descriptions, steps, data, and expected results.

A generated suggestion is not proof of complete coverage. Check important business rules, negative paths, and boundary conditions yourself.

Improve the source when suggestions miss the task

If a suggestion relies on an incorrect assumption, correct the saved case and improve the underlying requirement or generation scope before creating more cases. Share reproducible problems with Vansah, including the feature and what you expected.

Do not assume that editing one generated response automatically trains a shared model or changes future output for other users.

Check progress before retrying

Generation can save completed cases incrementally. If it stops, inspect the created cases and progress first, then continue only the remaining work where offered. Repeating the whole request can create unnecessary duplicates.

Use appropriate information

Follow your organization’s rules for AI use and include only information needed for testing. Review the Vansah Intelligence AI Policy and How Vansah Intelligence Works before submitting sensitive requirements.

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