Quox in Space

What if you could fly inside your AI's brain? Not a dashboard. Not a list of metrics. An actual 3D environment where agents orbit like constellations, memory floats as crystals, and your infrastructure sits on platforms below you like a city viewed from orbit.

QuoxCORE has 49 specialist agents, 12 cognitive implants, objectives running across distributed hosts, memory systems with entity tracking, and a cryptographic evidence chain recording everything. All of that information lives in tables, cards, and status badges. It works well. But tables cannot show you the shape of a system. They cannot show you that SENTINEL is busy while ATLAS is idle.

They cannot show you that three objectives are progressing while one is stuck. They cannot show you the relationship between your agents, your memory, and your infrastructure at a glance.

So we built something that can.

Cognitive Core 3D renders your entire cognitive architecture as a living, interactive 3D environment. Open /cogcore3d in your QuoxCORE instance and the orchestrator pulses at the centre. Agents orbit in team-coloured clusters. Cognitive implants sit on nerve fibre connections. Memory crystals float in a lattice, brighter when recent, dimmer as they fade.

Your Docker hosts and fleet machines sit on platforms below, connected by topology lines. A radar sweep crosses the floor. Data highways carry particles between layers. A VOLT evidence helix spirals upward like DNA.

It looks like the offspring of Elite: Dangerous and JARVIS. The cockpit bezels frame everything. COREY narrates what is happening. And the whole thing runs in your browser at 60fps.

This is not a concept or a mockup. Every element connects to live data from your running QuoxCORE instance. When an agent picks up a task, you see the delegation arc light up. When an objective completes, a shockwave ripple expands outward. When a host goes offline, its platform turns red. You are not reading about your infrastructure. You are looking at it.

What you are looking at

Eighteen layers render simultaneously. Each one maps to a real subsystem in QuoxCORE. This is not a concept render or a mockup. Every element connects to live data.

Why it actually matters

The fun answer is that it looks incredible on a second monitor and you will absolutely leave it running during meetings.

The real answer is spatial understanding. When you have 49 agents, 12 cognitive implants, a handful of running objectives, a fleet of hosts, and memory accumulating across sessions, tables stop working. You cannot hold the shape of the system in your head from a list.

In Cognitive Core 3D, you see it. An agent cluster lights up because a delegation happened. An execution ring expands because an objective progressed. A memory crystal brightens because something just entered working memory. You do not read status updates. You notice movement.

That is a different kind of operational awareness. And it is the kind that works at 2am when you are half-watching your homelab from the sofa.

The cockpit

The Elite: Dangerous influence is deliberate. Cockpit bezels frame the view. A system pulse bar runs across the bottom. FPS and draw call counters sit in the corner for the performance-conscious. COREY, the narrator AI, provides commentary in a sidebar panel, explaining what is happening as it happens.

Keyboard shortcuts because we are not animals:

It runs on integrated graphics

This was non-negotiable. Homelabbers run headless servers, old ThinkPads, and NUCs with Intel UHD. If the 3D visualiser only worked on a gaming GPU, it would be a demo, not a tool.

Cognitive Core 3D has four quality tiers that switch automatically based on frame rate detection. Ultra renders the full scene with bloom, fog, and 2,500 particles. Low strips post-processing and drops to 400 particles. The budget is under 120 draw calls and 250K triangles. At 30fps on integrated graphics, it is usable. At 60fps on a dedicated GPU, it is mesmerising.

Built with React Three Fiber. Runs in any modern browser. No plugins. No downloads. Just /cogcore3d in your QuoxCORE instance.

Not a screensaver

Every visual element connects to a live data source. Agent nodes pull from the agent registry. Objective rings show real task progress. Implant health comes from QuoxMind services. Infrastructure platforms reflect actual fleet health checks. The VOLT helix renders real evidence chain activity.

When an API is unavailable, the affected layer falls back to mock data with a visual indicator. So it always renders something, but it prefers reality.

Click an agent node to see its current activity. Click an objective to see progress. The search overlay finds any agent, implant, or objective by name. The layer toggle panel lets you show or hide individual zones. It is a tool dressed as art.

The honest bit

Cognitive Core 3D is a $18 one-time purchase. It is not required. The standard dashboard shows you everything the 3D view shows you, just in tables and cards. Nobody needs this.

But if you have ever run htop on a second monitor just to watch the bars move, you understand. Some things are built because they should exist.

We think your AI infrastructure deserves a view that looks as good as what it does.