AI Code Review → GitHub Issue → Linear Task Assignment
Automatically analyze code changes with local AI models, create GitHub issues for improvements, and assign development tasks in Linear.
Workflow Steps
GitHub Actions
Trigger on pull request
Set up a GitHub Action that triggers when a pull request is opened or updated. This will automatically start the code review process for any new changes.
OpenAI GPT-4
Analyze code diff for issues
Send the pull request diff to GPT-4 with a comprehensive prompt to identify potential bugs, security issues, performance problems, and code quality improvements. Format the response as structured JSON.
GitHub
Create issues for identified problems
For each significant issue identified by the AI, automatically create a GitHub issue with detailed description, severity level, affected files, and suggested fixes. Tag issues appropriately for easy filtering.
Linear
Convert critical issues to tasks
Use Linear's GitHub integration to automatically convert high-priority GitHub issues into Linear tasks, assign them to the appropriate team members based on file ownership, and set due dates based on severity.
Workflow Flow
Step 1
GitHub Actions
Trigger on pull request
Step 2
OpenAI GPT-4
Analyze code diff for issues
Step 3
GitHub
Create issues for identified problems
Step 4
Linear
Convert critical issues to tasks
Why This Works
Combines the power of local AI processing with established development workflows, ensuring code issues are caught early and properly tracked without slowing down the development process.
Best For
Development teams who want to maintain code quality while reducing manual review overhead
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