How to connect Code and AI Agent
Create a New Scenario to Connect Code and AI Agent
In the workspace, click the “Create New Scenario” button.

Add the First Step
Add the first node – a trigger that will initiate the scenario when it receives the required event. Triggers can be scheduled, called by a Code, triggered by another scenario, or executed manually (for testing purposes). In most cases, Code or AI Agent will be your first step. To do this, click "Choose an app," find Code or AI Agent, and select the appropriate trigger to start the scenario.

Add the Code Node
Select the Code node from the app selection panel on the right.

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Add the AI Agent Node
Next, click the plus (+) icon on the Code node, select AI Agent from the list of available apps, and choose the action you need from the list of nodes within AI Agent.

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Authenticate AI Agent
Now, click the AI Agent node and select the connection option. This can be an OAuth2 connection or an API key, which you can obtain in your AI Agent settings. Authentication allows you to use AI Agent through Latenode.
Configure the Code and AI Agent Nodes
Next, configure the nodes by filling in the required parameters according to your logic. Fields marked with a red asterisk (*) are mandatory.
Set Up the Code and AI Agent Integration
Use various Latenode nodes to transform data and enhance your integration:
- Branching: Create multiple branches within the scenario to handle complex logic.
- Merging: Combine different node branches into one, passing data through it.
- Plug n Play Nodes: Use nodes that don’t require account credentials.
- Ask AI: Use the GPT-powered option to add AI capabilities to any node.
- Wait: Set waiting times, either for intervals or until specific dates.
- Sub-scenarios (Nodules): Create sub-scenarios that are encapsulated in a single node.
- Iteration: Process arrays of data when needed.
- Code: Write custom code or ask our AI assistant to do it for you.

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Trigger on Webhook
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Save and Activate the Scenario
After configuring Code, AI Agent, and any additional nodes, don’t forget to save the scenario and click "Deploy." Activating the scenario ensures it will run automatically whenever the trigger node receives input or a condition is met. By default, all newly created scenarios are deactivated.
Test the Scenario
Run the scenario by clicking “Run once” and triggering an event to check if the Code and AI Agent integration works as expected. Depending on your setup, data should flow between Code and AI Agent (or vice versa). Easily troubleshoot the scenario by reviewing the execution history to identify and fix any issues.
Most powerful ways to connect Code and AI Agent
Code + AI Agent + Slack: When code is analyzed by the Code tool, the AI Agent processes the analysis and sends alerts to a designated Slack channel, ensuring developers are immediately informed of potential issues.
Github + AI Agent + Github: Upon a new commit to a Github repository, an AI Agent analyzes the code changes. If the AI Agent identifies potential security flaws, it automatically creates a new issue in the same Github repository.
Code and AI Agent integration alternatives
About Code
Need custom logic within your Latenode workflows? Code lets you add JavaScript snippets and NPM modules directly into your automation flows. Transform data, handle complex calculations, and connect to unsupported APIs. Latenode makes it easy to manage code alongside no-code steps, ensuring scalability and maintainability.
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About AI Agent
Use AI Agent in Latenode to automate content creation, data analysis, or customer support. Configure agents with prompts, then integrate them into workflows. Unlike standalone solutions, Latenode lets you connect AI to any app, scale automatically, and customize with code where needed.
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See how Latenode works
FAQ Code and AI Agent
How can I connect my Code account to AI Agent using Latenode?
To connect your Code account to AI Agent on Latenode, follow these steps:
- Sign in to your Latenode account.
- Navigate to the integrations section.
- Select Code and click on "Connect".
- Authenticate your Code and AI Agent accounts by providing the necessary permissions.
- Once connected, you can create workflows using both apps.
Can I generate code snippets based on AI Agent output?
Yes, you can! Latenode allows seamless data transfer. Use AI Agent to analyze data, then Code to generate scripts, automating development tasks and saving time.
What types of tasks can I perform by integrating Code with AI Agent?
Integrating Code with AI Agent allows you to perform various tasks, including:
- Automating code review using AI-powered analysis of code quality.
- Generating code documentation based on natural language descriptions.
- Creating unit tests from AI-generated test case scenarios.
- Debugging code by using AI to identify potential errors.
- Optimizing code performance through AI-driven refactoring suggestions.
HowdoIuseCodeforcomplexdata transformationsinmyLatenodeworkflows?
Code in Latenode handles intricate logic. Manipulate data, format text, or execute custom functions beyond no-code blocks with ease and precision.
Are there any limitations to the Code and AI Agent integration on Latenode?
While the integration is powerful, there are certain limitations to be aware of:
- Complex AI Agent models might require significant processing time.
- Code execution time is subject to Latenode's resource limits.
- Debugging deeply nested Code blocks can be challenging.