Local AI Code Review → GitHub PR Comments → Slack Notifications
Use Ollama's local AI models to automatically review code changes, post findings as GitHub PR comments, and notify your team via Slack when reviews are complete.
Workflow Steps
Ollama
Run local code analysis
Set up Ollama with a code-focused model like CodeLlama. Configure it to analyze git diff files for code quality, security issues, and best practices violations.
GitHub Actions
Trigger on PR creation
Create a workflow that triggers when pull requests are opened or updated. Extract the diff and send it to your local Ollama instance via API call.
GitHub API
Post review comments
Use GitHub's REST API to automatically post Ollama's findings as line-specific comments on the pull request, formatted with severity levels and suggested fixes.
Slack
Send completion notification
Configure a Slack webhook to notify the development team when the AI review is complete, including a summary of issues found and a link to the PR.
Workflow Flow
Step 1
Ollama
Run local code analysis
Step 2
GitHub Actions
Trigger on PR creation
Step 3
GitHub API
Post review comments
Step 4
Slack
Send completion notification
Why This Works
Ollama keeps sensitive code on-premises while still providing AI-powered insights, and the GitHub integration makes reviews seamless for developers
Best For
Development teams wanting privacy-first code reviews without sending code to external AI services
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