How to connect AI Agent and Github
Create a New Scenario to Connect AI Agent and Github
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 AI Agent, triggered by another scenario, or executed manually (for testing purposes). In most cases, AI Agent or Github will be your first step. To do this, click "Choose an app," find AI Agent or Github, and select the appropriate trigger to start the scenario.

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

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Configure the AI Agent
Click on the AI Agent node to configure it. You can modify the AI Agent URL and choose between DEV and PROD versions. You can also copy it for use in further automations.
Add the Github Node
Next, click the plus (+) icon on the AI Agent node, select Github from the list of available apps, and choose the action you need from the list of nodes within Github.

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Authenticate Github
Now, click the Github node and select the connection option. This can be an OAuth2 connection or an API key, which you can obtain in your Github settings. Authentication allows you to use Github through Latenode.
Configure the AI Agent and Github 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 AI Agent and Github 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 AI Agent, Github, 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 AI Agent and Github integration works as expected. Depending on your setup, data should flow between AI Agent and Github (or vice versa). Easily troubleshoot the scenario by reviewing the execution history to identify and fix any issues.
Most powerful ways to connect AI Agent and Github
GitHub + AI Agent + Slack: When a new commit is pushed to a GitHub repository, the AI Agent summarizes the commit message. Then, a digest of the commit summary is sent to a specified Slack channel.
Github + AI Agent + Discord bot: When a new issue is created in a GitHub repository, the AI Agent analyzes the sentiment of the issue. Based on the analysis, the AI Agent suggests responses, and updates the Discord channel with the analysis and suggested responses.
AI Agent and Github integration alternatives
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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About Github
Automate code management with Github in Latenode. Trigger workflows on commits, pull requests, or issues. Build automated CI/CD pipelines, track code changes, and sync repo data with project management tools. Scale code-related automations easily and add custom logic with JavaScript nodes.
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See how Latenode works
FAQ AI Agent and Github
How can I connect my AI Agent account to Github using Latenode?
To connect your AI Agent account to Github on Latenode, follow these steps:
- Sign in to your Latenode account.
- Navigate to the integrations section.
- Select AI Agent and click on "Connect".
- Authenticate your AI Agent and Github accounts by providing the necessary permissions.
- Once connected, you can create workflows using both apps.
Can I automate code review feedback using AI Agent and Github integration?
Yes, you can! Latenode’s visual editor makes it easy to trigger AI Agent for automated code analysis and feedback on new Github pull requests, improving code quality and saving valuable developer time.
What types of tasks can I perform by integrating AI Agent with Github?
Integrating AI Agent with Github allows you to perform various tasks, including:
- Automatically generating commit messages based on code changes.
- Summarizing Github issues using AI for quick understanding.
- Analyzing code quality and identifying potential bugs via AI.
- Creating documentation from code comments using AI models.
- Triggering AI-powered alerts for suspicious code commits.
How does AI Agent enhance my Github workflows on Latenode?
AI Agent brings advanced AI capabilities to your Github workflows, automating tasks, improving code quality, and boosting team productivity thanks to Latenode's flexible automation.
Are there any limitations to the AI Agent and Github integration on Latenode?
While the integration is powerful, there are certain limitations to be aware of:
- AI Agent processing is subject to rate limits based on your AI Agent plan.
- Complex code analysis may require significant processing time.
- Initial setup requires granting appropriate permissions to both apps.