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Agents Code Assistance Agent
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Code Assistance Agent

Provides instant, contextual guidance to help debug code, resolve errors, and improve your programming workflow.

About the Agent

The Code Assistance Agent is a ZBrain-developed AI agent purpose-built to support developers across the software lifecycle by providing contextual, reliable assistance for debugging, code comprehension, and implementation guidance. It serves as an intelligent technical companion that understands a wide variety of programming languages, frameworks, and runtime environments.

The agent is designed to analyze inputs such as code snippets, detailed error messages, stack traces, and natural language queries. By leveraging large language models trained on real-world code and best practices, it identifies underlying issues such as syntax errors, undefined behaviors, logic flaws, or environment-specific misconfigurations and offers actionable, step-by-step recommendations to resolve them. Beyond issue resolution, it can also help interpret complex concepts, suggest refactoring techniques, and highlight potential performance or security improvements.

By streamlining troubleshooting and accelerating root cause identification, the Code Assistance Agent helps developers stay productive, improve code quality, and focus on high-value work. It integrates easily with IDEs, documentation portals, and internal help desks to provide scalable developer support.

Accuracy
TBD

Speed
TBD

Input Data Set

Sample of data set required for Code Assistance Agent:

Developer Query:


I'm getting a TypeError: cannot read properties of undefined (reading 'map') in my React app when trying to render a list. Here's the relevant part of my code:



function ItemList({ items }) {
  return (
    <ul>
      {items.map(item => (
        <li key={item.id}>{item.name}</li>
      ))}
    </ul>
  );
}

Deliverable Example

Sample output delivered by the Code Assistance Agent:

Analysis:

The error TypeError: cannot read properties of undefined (reading 'map') indicates that items is undefined at the time .map() is called. This suggests that items might not have been properly passed as a prop or initialized in the parent component.


Recommendations:


    

  1. Add a default value or check before mapping:
    
function ItemList({ items = [] }) {
  return (
    <ul>
      {items.map(item => (
        <li key={item.id}>{item.name}</li>
      ))}
    </ul>
  );
}
    

    2.

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