GitLab Integration
Connect WalnutAI to your GitLab projects to automate merge request reviews, synchronize pipelines, and maintain quality across every code change.
Overview
GitLab's all-in-one DevOps platform pairs powerfully with WalnutAI's intelligent testing ecosystem. By integrating directly with your GitLab instance, WalnutAI taps into your repositories, pipelines, and merge request workflows to deliver automated quality assurance at every stage of development.
When a merge request is opened, WalnutAI analyzes the changes, identifies coverage gaps, and generates targeted test cases. The results appear as inline comments and pipeline status checks, giving reviewers the confidence to approve with full test visibility. For teams using GitLab CI/CD, WalnutAI integrates as a native pipeline stage, running alongside your existing build and deploy jobs without disrupting established workflows.
Whether you run GitLab.com or a self-managed instance behind your firewall, WalnutAI adapts to your environment. It supports multi-project tracking, group-level configurations, and monorepo structures. The integration ensures that no matter how complex your GitLab setup, every line of code is backed by intelligent, automated testing.
Setup in 4 Steps
Create GitLab Access Token
Generate a project or group access token in GitLab with the required scopes. WalnutAI uses this token for secure API communication with your GitLab instance.
Connect Your Projects
Link your GitLab projects to WalnutAI. Supports both GitLab.com and self-managed instances. Select which groups and projects to monitor for automated analysis.
Configure Pipeline Hooks
Set up webhooks so WalnutAI is notified on merge requests, pipeline completions, and push events. Configure which branches and events trigger automated workflows.
Activate Merge Request Automation
Enable automated merge request analysis, test generation, and quality gate enforcement. WalnutAI posts results as merge request comments and pipeline status indicators.
Key Capabilities
Merge Request Analysis
Every merge request is automatically scanned for code quality, missing tests, and potential regressions. Results are posted inline so reviewers have full context before approving.
Pipeline-Aware Test Generation
WalnutAI understands your CI/CD pipeline stages and generates tests that fit naturally into your existing workflow, running at the right stage with the right dependencies.
Multi-Project Synchronization
Track changes across multiple GitLab projects and groups simultaneously. WalnutAI maintains a unified view of your codebase, even across monorepos and microservices.
Self-Managed Instance Support
Full support for GitLab self-managed deployments behind corporate firewalls. Connect via secure tunnels or deploy WalnutAI agents within your network perimeter.
CI/CD Pipeline Integration
Add WalnutAI stages to your .gitlab-ci.yml to run test generation, gap analysis, and quality checks as native pipeline jobs with full artifact and reporting support.
Ready to integrate GitLab?
Connect your GitLab projects in minutes. Our team will help you configure pipelines and merge request automation for your workflow.