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

# 🖇️ AgentOps

> Using AgentOps makes the agent development process manageable

## Overview

AgentOps provides monitoring for agents in development and production.
It provides a dashboard for tracking agent performance, session replays, and custom reporting.

Additionally, AgentOps provides session drilldowns for viewing agent interactions, LLM calls, and tool usage in real-time.
This feature is useful for debugging and understanding how agents interact with users as well as other agents.

![Overview](https://github.com/AgentOps-AI/agentops/raw/main/docs/images/external/app_screenshots/session-replay.png)

## Features

* **LLM Cost Management and Tracking**: Track spend with foundation model providers.
* **Replay Analytics**: Watch step-by-step agent execution graphs.
* **Recursive Thought Detection**: Identify when agents fall into infinite loops.
* **Custom Reporting**: Create custom analytics on agent performance.
* **Analytics Dashboard**: Monitor high-level statistics about agents in development and production.
* **Public Model Testing**: Test your agents against benchmarks and leaderboards.
* **Custom Tests**: Run your agents against domain-specific tests.
* **Time Travel Debugging**: Restart your sessions from checkpoints.
* **Compliance and Security**: Create audit logs and detect potential threats such as profanity and PII leaks.
* **Prompt Injection Detection**: Identify potential code injection and secret leaks.

## Using AgentOps

AgentOps is baked into AgentStack projects by default! You only need to add an API key to your .env file to unlock observability for free.

<Steps>
  <Step title="Create an API Key">
    Create a user API key here: [Create API Key](https://app.agentops.ai/account)
  </Step>

  <Step title="Configure Your Environment">
    Add your API key to your environment variables:

    ```bash theme={null}
    AGENTOPS_API_KEY=<YOUR_AGENTOPS_API_KEY>
    ```
  </Step>
</Steps>

## Further Information

To get started, create an [AgentOps account](https://agentops.ai/?=agentstack).

For feature requests or bug reports, please reach out to the AgentOps team on the [AgentOps Repo](https://github.com/AgentOps-AI/agentops).