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Contribute Track
Contributor's Track - Fixing and implementing existing issues in Orbit
Supercharging the GitLab Orbit Knowledge Graph with 4 core merged contributions spanning Kotlin AST parsing, ClickHouse tooling, and CI pipeline fixes.
Contributed 5 merged MRs to GitLab Orbit Knowledge Graph: Go test fixtures for generics and special functions, ontology fixes, skill doc improvements, and data model cleanup.
When AI agents break software, Orbit Guardian enables engineers to use Duo Chat to investigate failures, assess blast radius, review fixes, create fix MRs and recover safely with GitLab Orbit
Stop guessing ! ContextOps uses GitLab Orbit's SDLC graph to give AI agents true context,instantly mapping issue complexity and detecting pipeline drift across your entire org.
Auditable owner-routing for security findings: the Knowledge Graph names who should fix it, you approve, it files the issue
A GitLab Duo flow that uses GitLab Orbit's knowledge graph to automatically identify impacted services, dependencies, owners, and risk before a merge request is reviewed.
A GitLab Duo flow that points Orbit at code hygiene: it finds dead code and test gaps, proves each finding by trial removal, posts the report on the merge request, and never cries wolf.
"What does this merge request actually break?" Constellation answers it from GitLab Orbit's knowledge graph - blast radius, keystones, and history - then auto-approves or blocks the merge in CI.
The moment a merge request opens, Tremor queries GitLab Orbit to map its blast radius, predict incident risk from history, and propose a safer split — then posts the report to the MR.
OrbitGuide gives AI the repository context it needs to truly understand a codebase, turning GitLab repositories into interactive, searchable knowledge systems for developers
An AI-powered agentic security tool that automates code reviews and security audits directly within your GitLab merge requests
Turn natural-language onboarding questions into GitLab Orbit graph queries and Mermaid architecture diagrams.
Orbit-Scribe is a GitLab Duo agent that turns every merged MR into permanent, searchable documentation — automatically.
Given any GitLab issue or task, CodeCompass uses GitLab Orbit's knowledge graph to instantly tell contributors exactly which files to change - no more codebase spelunking.
AI writes code fast, but nobody checks if it's slow or safe to touch. Slingshot is a GitLab Duo agent that optimizes it with real CI, understands your code through Orbit's graph, and proves every fix.
Real-time AI security gate for GitLab merge requests that detects risky code changes, secrets, and policy violations before they reach production.
Stop agent-written code before it breaks what you didn't know it touched.
Know what a code change breaks — before you merge. Shockwave reads GitLab Orbit's knowledge graph to map a change's blast radius, exposure, and risk, and tells you the exact tests to run.
Autonomous AI-agent mesh intercepting GitLab events to run 100% sovereign repo audits using Qwen-14B and WhatsApp.
An AI Executive Engineer converting GitLab Orbit knowledge graphs into real-time risk, dependency impact, and architectural roadmap intelligence for engineering leaders.
The fastest way to understand breaking changes and migrate between software versions.
AI agent that queries GitLab Orbit Knowledge Graph to surface security vulnerabilities automatically. Proven by dogfooding: found 18 bugs in itself, we fixed them, 39% improvement verified.
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