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

# Autonomous Mode

> Choose between autonomous execution or human-in-the-loop mode for your agent sessions

<iframe src="https://www.youtube.com/embed/IiPzJCq1lFc" width="100%" height="400" frameborder="0" allowfullscreen />

## Overview

TensorStax offers two execution modes to match your workflow preferences and project requirements. Choose between full autonomous execution or human-in-the-loop mode for greater control over the agent's actions.

## Mode Options

<AccordionGroup>
  <Accordion icon="user" title="Human-in-the-Loop Mode">
    **Interactive Control**: The agent asks for confirmation after every plan step and before the session begins.

    * Review and approve each step before execution
    * Request plan updates before the agent starts
    * Redo any step as many times as needed
    * Move to the next step only when you're satisfied

    <Note>
      Even in human-in-the-loop mode, TensorStax will automatically attempt to fix dbt model errors on its own before asking for your input.
    </Note>
  </Accordion>

  <Accordion icon="robot" title="Autonomous Mode">
    **End-to-End Execution**: The agent executes the complete plan without interruptions.

    * Runs the entire plan from start to finish
    * Self-corrects when errors occur
    * Automatically retries failed steps
    * Continues until the expected result is achieved
  </Accordion>

  <Accordion icon="pen-to-square" title="Post-Execution Editing">
    **Flexible Corrections**: Regardless of execution mode, you can always make changes afterward.

    * Use Quick Edit for simple modifications
    * Access Open Editor View for comprehensive changes
    * Manual file editing is always available
    * Make adjustments even after autonomous completion
  </Accordion>
</AccordionGroup>

## Choosing the Right Mode

<CardGroup cols={2}>
  <Card title="Use Human-in-the-Loop When:" icon="user-check">
    * Working on critical production models
    * Learning how TensorStax approaches problems
    * Need to review each step for compliance
    * Want to customize the approach mid-execution
  </Card>

  <Card title="Use Autonomous When:" icon="bolt">
    * Prototyping or exploring data
    * Working on non-critical development tasks
    * Trust the agent's decision-making
    * Need fast iteration and results
  </Card>
</CardGroup>

<Tip>
  **Best Practice**: Start with human-in-the-loop mode for new projects to understand TensorStax's approach, then switch to autonomous mode for similar tasks once you're comfortable with the patterns.
</Tip>