> ## Documentation Index
> Fetch the complete documentation index at: https://instro.nominal.io/llms.txt
> Use this file to discover all available pages before exploring further.

# Scope and applicability

> What instro is for, and when to use native interfaces instead

`instro` accelerates test equipment automation and simplifies integration with Nominal's platform when desired.

## What instro provides

* **Unified interfaces and code reusability** across different vendors and models of the same equipment type. For example, switching out an NI DAQmx device for a LabJack device entails switching out the underlying `driver` object while the rest of the code is unchanged.
* **Background threads** which automatically poll data from instruments on a user-defined cycle or can be overridden to provide application-specific behavior
* **Publishing classes** to forward `Measurement` data read from instruments or `Command` data sent to instruments on to any number of downstream services, including:
  * **File-based publishing** which writes instrument data to several on-disk formats
  * **Built-in publishers** that stream `Measurements` and `Commands` to Nominal Core and Nominal Connect
  * **Caching publishers** which store the latest `Measurements` and `Commands` for easy in-memory access

<Warning>
  `instro` targets scripting and automation workflows, not tight control applications with strict real-time requirements. For precise timing control, choose instruments that provide hardware-level guarantees (such as hardware triggers or dedicated hardware clocks) and use `instro` to configure those capabilities.
</Warning>

## When instro doesn't fit

`instro` is optional. Interface with instruments using manufacturer-provided SDKs and send data to Nominal products through their APIs directly, if that serves your needs better.

If `instro` doesn't expose a feature you need:

* **Open an issue** to request the feature.
* **Go direct**: use the instrument's native interface.

A missing feature in `instro` should never block your work.
