Vibe Coding Agency

Product

Digital Twins

Interactive 3D replicas of AI infrastructure, factories, and data centers. Navigate from the full facility down to individual components, inspect live specs, and run guided tours in the browser.

Capabilities

Multi-level inspection

Zoom from facility or rack level down to trays, boards, chips, and memory. Click any component for specs and double-click to drill deeper.

Schematic & photoreal modes

Switch between a clean schematic view for documentation and a PBR photoreal view for stakeholder presentations.

Guided tours

Walk customers and operators through a system with step-by-step camera moves and highlighted callouts.

Live data binding

Connect the twin to telemetry, metrics, or simulation output so the visualization reflects real-world state.

Open source stack

Built with Three.js, OpenUSD-friendly workflows, and no proprietary viewer lock-in. Host it on your own infrastructure.

Custom architectures

We model your actual racks, lines, robots, or facilities — not just reference diagrams — so the twin matches your deployment.

How it works

We start with your CAD, PLM, or inventory data and build a procedural 3D scene that runs in any modern browser. The result is a self-hosted static app that can be dropped into a product page, operations dashboard, or customer portal.

  • Discovery: we map the components, levels, and data sources you want visualized.
  • Modeling: procedural geometry, materials, and interaction are authored as code.
  • Integration: the twin is wired to your telemetry or exposed as a standalone embed.
  • Delivery: deploy to Cloudflare Pages, S3, or your own CDN with no backend required.

Common use cases

AI factory sales demos

Let prospects explore rack-level AI infrastructure as an interactive product configurator.

Operations dashboards

Show health, capacity, and alerts on the actual physical layout instead of spreadsheet rows.

Training & onboarding

Run guided tours through complex equipment for new technicians and customers.

Virtual commissioning

Validate layouts and workflows in simulation before physical build-out begins.

Ready to build your twin?

Tell us what system you want to visualize. We will scope the architecture, data sources, and delivery format.

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Notes from the edge

Field notes on AI engineering, security, and performance. No spam.