Mission Control dashboard showing autonomous multi-agent repository analysis and recommendation workflow.
Cartographer Agent performing repository intelligence scanning, risk scoring, and codebase analysis.
Patch-Engineer and Validator agents generating remediation plans, validation reports, and engineering recommendations.
End-to-end swarm execution timeline showing scanning, planning, generation, validation, and completion stages.
FastAPI Swagger interface exposing Orbit-Nexus agent and swarm orchestration endpoints.
Public GitHub repository containing source code, architecture documentation, and project assets.

Inspiration

What it does

How we built it

Challenges we ran into

Accomplishments that we're proud of

Orbit-Nexus

Orbit-Nexus is an autonomous swarm engineering platform that transforms repository analysis from a manual process into an intelligent multi-agent workflow.

The system coordinates three specialized AI agents:

Cartographer Agent → Repository analysis and risk mapping
Patch-Engineer Agent → Patch planning and engineering recommendations
Validator Agent → Safety checks and confidence scoring

A developer provides a repository and an engineering objective. Orbit-Nexus autonomously scans the codebase, identifies risks, generates remediation plans, validates recommendations, and delivers actionable engineering guidance.

Key Features

Autonomous multi-agent workflow
Repository intelligence scanning
Security and risk analysis
Automated patch planning
Validation and confidence scoring
Interactive engineering dashboard
FastAPI backend with documented APIs
Dockerized deployment

Architecture

Orbit-Nexus uses a swarm pipeline:

Repository → Cartographer → Patch-Engineer → Validator → Recommendation

The system provides visibility into every stage through Mission Control, Repository Scan, Patch Review, Timeline, and API documentation interfaces.

Impact

Engineering teams spend significant time reviewing repositories, identifying risks, and planning fixes. Orbit-Nexus accelerates this workflow by combining repository intelligence, automated planning, and validation into a single autonomous system.

Built for the GitLab Transcend Hackathon.