# Autopilot best practices

> Autopilot helps automate and enhance tasks across your testing lifecycle. Follow these best practices to improve accuracy and usability.
:::note
Autopilot is available only in Test Manager delivered via Test Cloud.
:::

Autopilot helps automate and enhance tasks across your testing lifecycle. Follow these best practices to improve accuracy and usability.
:::note
Autopilot is available only in Test Manager delivered via Test Cloud.
:::

## Requirement evaluation

For evaluating requirements you need to:

* Write clear, complete requirements with measurable acceptance criteria.
* Use focused evaluations (for example: security or performance).
* Attach supporting files like guidelines or specs.
* Use the Prompt Library to standardize evaluations.

## Manual test generation

For generating manual tests you need to:

* Ensure requirements include full user flows and expected outcomes.
* Add supporting files (mockups, diagrams) for context.
* Tailor instructions for specific scenarios.
* Reuse prompts from the Prompt Library.

## Converting text into code

For converting text into code you need to:

* Specify the language and goal clearly (e.g., “Refactor this C# method”).
* Keep prompts short and direct.

## Automating manual tests

For automating manual tests you need to:

* Use a consistent object repository and naming conventions.
* Write manual steps using terms that match UiPath activity names.

## Generating test data

For generating test data you need to:

* Use prompts to define value ranges, patterns, or combinations.
* Reference existing arguments in your workflows.

## Analyzing test results

For analyzing test results you need to:

* Run insights on a large volume of test results for better accuracy.
* Focus on:
  + **Common Errors**: Frequent failure clusters.
  + **Error Patterns**: Recurring test failure themes.
  + **Recommendations**: Actionable fixes to stabilize tests.