# Quality Assurance

{% hint style="info" %}
This section contains background information, mostly aimed at engineers developing MariaDB features.
{% endhint %}

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[Code Coverage](/docs/server/reference/product-development/server-development/quality/code-coverage.md)
{% endcontent-ref %}

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[Code Coverage With dgcov](/docs/server/reference/product-development/server-development/quality/code-coverage-with-dgcov.md)
{% endcontent-ref %}

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[Optimizer Quality](/docs/server/reference/product-development/server-development/quality/optimizer-quality.md)
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[QA - Aria Recovery](/docs/server/reference/product-development/server-development/quality/qa-aria-recovery.md)
{% endcontent-ref %}

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[QA Metrics](/docs/server/reference/product-development/server-development/quality/qa-metrics.md)
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[QA Tests](/docs/server/reference/product-development/server-development/quality/qa-tests.md)
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[QA Tools](/docs/server/reference/product-development/server-development/quality/qa-tools.md)
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[Random Query Generator Tests](/docs/server/reference/product-development/server-development/quality/random-query-generator-tests.md)
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{% content-ref url="/pages/sbYeUoPWEU6pNI3JOORX" %}
[RQG Extensions for MariaDB](/docs/server/reference/product-development/server-development/quality/rqg-extensions-for-mariadb.md)
{% endcontent-ref %}

{% content-ref url="/pages/leDSmfe1wTHx0Yl864Kk" %}
[Worklog Quality Checklist Template](/docs/server/reference/product-development/server-development/quality/worklog-quality-checklist-template.md)
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[Benchmarks and Long Running Tests](/docs/server/reference/product-development/server-development/quality/benchmarks-and-long-running-tests.md)
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[InnoDB Upgrade Tests](/docs/server/reference/product-development/server-development/quality/innodb-upgrade-tests.md)
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[QA Datasets](/docs/server/reference/product-development/server-development/quality/qa-datasets.md)
{% endcontent-ref %}


---

# 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://mariadb.com/docs/server/reference/product-development/server-development/quality.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.
