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GitLab Orbit-powered autonomous research CLI and Skills that understands a repo, proposes code experiments, runs them in isolation, and keeps only changes proven by benchmarks.
Prevent production breakages by automatically mapping the downstream impact of your code changes before they merge.
One flow. Five AI agents. A contributor goes from "where do I start?" to "I shipped it" — automatically. For any repo, any team, zero maintainer effort.
A Gitlab agent to review merge request and suggest fixes for merge conflicts.
A GitLab-native AI review agent that understands repository context and merge requests to automatically detect vulnerabilities, improve code quality, and accelerate developer workflows.
Turns a wall of dependency-scan CVEs into the few actually reachable from your code — by reusing GitLab Orbit as a reachability engine — then drafts the fix MRs.
Scope Guardian AI monitors your Merge Requests, parses code diffs, and queries the GitLab Orbit property graph to block unplanned features before they slow down your releases.
An AI Duo agent that predicts a merge request's blast radius from the GitLab Orbit graph — and opens the work to fix it.
A GitLab Duo skill that diagnoses CI/CD failures instantly using Orbit's knowledge graph — turning cryptic pipeline errors into actionable fixes.
A blast radius guardian that analyzes the downstream impact of a merge request and posts a structured blast-radius report directly on the merge request.
Smart Organ Donation and Transplant Management Using AI uses artificial intelligence to streamline donor-recipient matching, enhance transparency, and accelerate life-saving organ transplants.
7D Codebase Intelligence Agent
Know what your code change will break — before you push. MutationGuard ranks a change's blast radius via the GitLab Orbit knowledge graph and prepares the merge request automatically.
Technical Debt Hunter is an AI-powered GitLab Duo Agent that automatically detects technical debt in your repository and creates actionable GitLab issues instantly.
OrbitLens is a GitLab Duo agent that queries Orbit for downstream impact, vulnerabilities, and owners, then posts one review comment per merge request.
An AI DevSecOps assistant using GitLab Orbit to instantly predict downstream risks and the architectural blast radius of code changes.
Most flagged vulnerabilities can't actually be exploited. PathGuard walks GitLab Orbit's call graph backward from each one to your entry points, and posts only the handful that are truly reachable.
A GitLab flow that fires on a merge request → Orbit blast-radius+dependency+ownership queries →auto-posts back to the MR: (a) an interactive "impact map", (b) a risk summary+auto-suggested reviewers.
Most fintech apps track spending. FinDNA uncovers why people make financial decisions by building a living Cognition Graph of emotions, habits, behavioral patterns, and contextual signals.
Predictive CI/CD feedback before you push - Local AST analysis meets GitLab Orbit
Agentic operating system with 9-layer coupled oscillator neurodynamics Built With: python, gitlab-duo, sqlite, gitlab, docker
Proactive Risk Intelligence for GitLab Repositories
Turn past incidents into safer merges.
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