---
title: "Integration Workflow"
sidebarTitle: "Integration Workflow"
description: "Choose the right framework integration for your workflow"
---

Tracer seamlessly integrates with a wide array of workflow managers, schedulers, and scripting environments.<br/> Choose the integration that best matches your pipeline infrastructure.

## Common Integration Steps

Regardless of your framework, Tracer integration follows these simple steps:

<Steps>
  
  <Step title="Initialize the Trace Agent">
    Start the Tracer agent with your organization token
    <br/>`sudo tracer init --token <your-token>`
    <Info> Go to our [onboarding](https://app.tracer.cloud/dashboard) to get your own personal token</Info>
  </Step>
  
  <Step title="Run your workflow">
    Execute your pipeline as usual, Tracer automatically monitors all processes.
    <br/>-> Monitor your pipeline run in [the Tracer dashboard](https://app.tracer.cloud/tracer-bioinformatics)
  </Step>
</Steps>

## Verify Delivery

Check the [Tracer dashboard](https://app.tracer.cloud/) for real-time insights

![Tracer Dashboard](/images/Verify-Onboarding.png)

## Key Features Across All Integrations

- **Zero Code Changes** - No instrumentation required, works at the system level
- **Real-Time Monitoring** - See your pipeline execution as it happens
- **Resource Tracking** - CPU, memory, I/O, and network metrics per process
- **Cost Attribution** - Understand the cost of each pipeline step
- **Execution Graphs** - Visualize dependencies and execution flow
- **Performance Insights** - Identify bottlenecks and optimization opportunities