Sticky Note Automate

Sticky Note Automate streamlines code review processes by automating feedback generation through webhooks and AI integration. It efficiently fetches code changes, filters relevant files, and generates structured review comments, ensuring timely and accurate assessments. This workflow enhances collaboration and reduces manual effort, ultimately improving code quality and team productivity.

7/8/2025
14 nodes
Complex
webhookcomplexsticky notesplitoutlangchainadvancedintegrationapilogicconditional
Categories:
Complex WorkflowWebhook Triggered
Integrations:
Sticky NoteSplitOutLangChain

Target Audience

  • Software Developers: Those who work with GitLab and require automated code review processes to enhance productivity.
    - Project Managers: Individuals overseeing development projects who need to ensure code quality and compliance.
    - DevOps Engineers: Professionals looking to integrate automated workflows into their CI/CD pipelines for efficiency.
    - Quality Assurance Teams: Teams responsible for validating code changes and ensuring they meet project standards.

    • Problem Solved

    This workflow automates the process of reviewing code changes in GitLab merge requests. It eliminates the need for manual reviews, thus saving time and minimizing human error. By leveraging AI-driven analysis, it provides structured feedback and recommendations on code quality, ensuring that only high-quality code is integrated into the main branch.

    Workflow Steps

  • Webhook Trigger: The workflow starts when a webhook is triggered by a GitLab merge request.
    2. Get Changes: It retrieves the code changes associated with the merge request using the GitLab API.
    3. Filter Changes: The workflow filters out any irrelevant file changes (e.g., renamed or deleted files).
    4. Parse Diff: It parses the Git diff to identify original and new code segments.
    5. Code Review: An AI model analyzes the code changes, providing feedback and a score based on predefined criteria.
    6. Post Discussions: Finally, it posts the review comments back to the GitLab merge request as a discussion, ensuring that all stakeholders are informed of the review results.

    • Customization Guide

    To customize this workflow:
    - Change Webhook URL: Update the webhook URL in the 'Webhook' node to match your GitLab project.
    - Modify Review Criteria: Adjust the parameters in the 'Basic LLM Chain1' node to change how the AI reviews code (e.g., adjust scoring or feedback format).
    - Add Additional Nodes: You can integrate additional nodes for further processing or notifications, such as sending emails or messages to a Slack channel.
    - Customize Sticky Notes: Edit the content of the Sticky Note nodes to provide specific instructions or context for users interacting with the workflow.