CodeQL Findings → Linear Task → Discord DevOps Alert

beginner10 minPublished Mar 24, 2026
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Streamline vulnerability remediation by converting GitHub's AI security detections into actionable Linear tasks while keeping your DevOps team informed via Discord.

Workflow Steps

1

GitHub

Set up CodeQL webhook

Configure a webhook in your GitHub repository to trigger on security alert events. Ensure the webhook payload includes vulnerability details, affected files, and severity information from CodeQL analysis.

2

Linear

Create remediation task

Use Linear's API to automatically create tasks when the webhook fires. Include vulnerability details in the task description, set priority based on severity level, and assign to the appropriate team or developer.

3

Discord

Notify DevOps channel

Send a formatted message to your DevOps Discord channel with vulnerability summary, affected repository, assigned developer, and direct links to both the GitHub alert and newly created Linear task for immediate visibility.

Workflow Flow

Step 1

GitHub

Set up CodeQL webhook

Step 2

Linear

Create remediation task

Step 3

Discord

Notify DevOps channel

Why This Works

Linear's clean task management interface combined with Discord's real-time communication ensures vulnerabilities are quickly assigned and tracked without disrupting existing development workflows.

Best For

Development teams using Linear for project management who want to integrate security vulnerability tracking into their existing workflow

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