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Automate code review: let AI Agent analyze Github pull requests and flag potential issues, ensuring code quality. Latenode's visual editor makes it easier to customize the analysis logic using JavaScript and scale affordably.
Connect AI Agent and Github in minutes with Latenode.
Create AI Agent to Github workflow
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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.
AI Agent
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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Github
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:
JavaScript
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AI Anthropic Claude 3
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Github
Trigger on Webhook
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AI Agent
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Iterator
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Webhook response
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.
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.
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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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:
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:
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: