Local Code Review → Qwen Enhancement → Slack Notification
Automatically review code commits using local AI tools, enhance the analysis with Qwen's reasoning, and notify your team via Slack. Ideal for development teams wanting AI-assisted code reviews without exposing proprietary code to third parties.
Workflow Steps
Locally AI
Scan code for basic issues
Configure Locally AI to monitor your Git repository and automatically scan new commits for syntax errors, security vulnerabilities, and code quality issues while keeping your proprietary code completely local.
Qwen
Analyze code architecture and logic
Send anonymized code snippets and the basic scan results to Qwen for deeper architectural analysis, logic flow review, and suggestions for optimization and best practices.
GitHub
Create detailed review comments
Use GitHub's API to automatically post the combined analysis as review comments on the pull request, including both security findings and architectural suggestions with specific line references.
Slack
Notify team with summary
Send a formatted message to your development channel with a summary of the code review, including severity levels, number of issues found, and direct links to the GitHub PR for immediate action.
Workflow Flow
Step 1
Locally AI
Scan code for basic issues
Step 2
Qwen
Analyze code architecture and logic
Step 3
GitHub
Create detailed review comments
Step 4
Slack
Notify team with summary
Why This Works
Protects sensitive code with local processing while leveraging cloud AI for enhanced insights, then seamlessly integrates with existing dev workflows
Best For
Automated code review for development teams with proprietary codebases
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