🏆 Built for GitLab Transcend Hackathon 2026

OrbitReview AI

GitLab Context-Aware Code Review Agent

Review code like a senior engineer. OrbitReview understands repository architecture, dependencies, APIs, file relationships, and merge requests before generating intelligent AI-powered code reviews.

0+Repositories Scanned
0AI Reviews Generated
0Security Issues Caught
0+Merge Requests Analyzed

How OrbitReview Uses GitLab Context

Repository Scanning

Scans structural files, codebase modules, configurations, APIs, and schemas to catalog the entire program layout.

Dependency Awareness

Audits runtime and package manifests to map third-party plugins, identifying stale imports and security vulnerabilities.

Merge Request Intelligence

Integrates with GitLab webhook events, diffs branch lines, and processes commits directly to verify context logic.

Code Relationship Analysis

Constructs code reference maps. Trace how changes in backend logic trigger errors downstream or inside client interfaces.

Context-Aware Reviews

Constructs comprehensive prompts containing file maps and dependency signatures to produce highly accurate feedback.