Github and AI Agent Integration

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Automate code reviews by connecting Github to AI Agent: analyze pull requests, flag potential issues, and suggest improvements using AI models. Latenode's visual editor and JavaScript nodes make customization easy while keeping costs low, paying only for execution time.

Swap Apps

Github

AI Agent

Step 1: Choose a Trigger

Step 2: Choose an Action

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How to connect Github and AI Agent

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

Add the Github Node

Select the Github node from the app selection panel on the right.

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Configure the Github

Click on the Github node to configure it. You can modify the Github URL and choose between DEV and PROD versions. You can also copy it for use in further automations.

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Run node once

Add the AI Agent Node

Next, click the plus (+) icon on the Github 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.

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Sign In

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Configure the Github 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.

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Run node once

Set Up the Github 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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Save and Activate the Scenario

After configuring Github, 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 Github and AI Agent integration works as expected. Depending on your setup, data should flow between Github 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 Github and AI Agent

Github + AI Agent + Slack: When a new issue is created in Github, an AI Agent analyzes the issue content, then posts a summary and recommended actions to a specified Slack channel.

Github + AI Agent + Discord bot: An AI Agent monitors new code commits in Github, flags potential security risks, and sends an alert message with details to a specified Discord channel via Discord bot.

Github and AI Agent integration alternatives

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.

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.

See how Latenode works

FAQ Github and AI Agent

How can I connect my Github account to AI Agent using Latenode?

To connect your Github account to AI Agent on Latenode, follow these steps:

  • Sign in to your Latenode account.
  • Navigate to the integrations section.
  • Select Github and click on "Connect".
  • Authenticate your Github and AI Agent accounts by providing the necessary permissions.
  • Once connected, you can create workflows using both apps.

Can I automatically summarize Github issues with AI?

Yes! Latenode lets you trigger AI Agent summarization on new Github issues. This improves team awareness and quickly identifies critical items, saving time thanks to AI automation.

What types of tasks can I perform by integrating Github with AI Agent?

Integrating Github with AI Agent allows you to perform various tasks, including:

  • Automatically generate release notes from commit messages.
  • Analyze code quality and suggest improvements.
  • Triage and prioritize new issues based on sentiment analysis.
  • Create AI-powered chatbots to answer common developer questions.
  • Detect security vulnerabilities using AI-based code scanning.

How do I trigger AI Agent from specific Github repository events?

Latenode lets you use webhooks to trigger AI Agent workflows from events like pushes, pull requests, or issue creation within your Github repos.

Are there any limitations to the Github and AI Agent integration on Latenode?

While the integration is powerful, there are certain limitations to be aware of:

  • Rate limits imposed by Github and AI Agent APIs may affect workflow speed.
  • Complex AI tasks may require significant processing time.
  • Custom AI Agent functionality requires familiarity with prompt engineering.

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