# Use Cases by Persona

Test Optimization empowers different roles with unique capabilities and perspectives on your test execution. Learn how each persona can leverage the key features by exploring our persona-specific guides, best practices, and in-depth tutorials.

<table data-view="cards"><thead><tr><th></th><th></th><th data-hidden data-card-cover data-type="files"></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td><strong>Managers</strong></td><td>Focus critical tests for quicker deployments and reduced costs. Deliver high-quality software with confidence, even under tight deadlines.</td><td><a href="/files/4GmmI6RfM8uLU1gUaub8">/files/4GmmI6RfM8uLU1gUaub8</a></td><td><a href="/pages/Mhgq0uGl7cPFzcWLqbuk">/pages/Mhgq0uGl7cPFzcWLqbuk</a></td></tr><tr><td><strong>Developers</strong></td><td>Focus tests on your code changes, get rapid feedback for faster debugging and earlier issue detection, accelerate time to market.</td><td><a href="/files/hJwHxvTX8ERZ1EFNU9oQ">/files/hJwHxvTX8ERZ1EFNU9oQ</a></td><td><a href="/pages/JUz68iL1wB9ZlQBYUEiS">/pages/JUz68iL1wB9ZlQBYUEiS</a></td></tr><tr><td><strong>QA Engineers &#x26; Manual Testers</strong></td><td>Prioritize manual testing, tailor test suites based on code changes, and enable early issue detection for a more stable product.</td><td><a href="/files/Iy5JD7YdE3gRygwRc7If">/files/Iy5JD7YdE3gRygwRc7If</a></td><td><a href="/pages/WsVRkmfF8mDKNKoSP46F">/pages/WsVRkmfF8mDKNKoSP46F</a></td></tr></tbody></table>


---

# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://docs.sealights.io/knowledgebase/guides/test-optimization/use-cases-by-persona.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.