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transcend-hackathon

MR context intelligence powered by GitLab Orbit — surfaces blast radius, hotfix history, and expert reviewers before you merge.

Agent Skill that mines your project's merged MR review history via GitLab Orbit to automatically derive your team's real coding standards, then enforces them against every diff, with zero manual setup

Orbit Tracer Security Agent for intelligent security remediation.

Traces vulnerability blast radius using Orbit's knowledge graph, scores risk, identifies code owners, and orchestrates secure code generation—reducing analysis from 4+ hours to minutes.

Automates vulnerability analysis, risk assessment, and secure code generation with human-in-the-loop approval. Works with any project structure, 7+ languages.

OrbitRing uses GitLab Orbit to validate engineering assumptions, generate alternative implementation paths, analyze consequences, and recommend the best engineering decision with evidence.