Build it.
Stress it.
Understand it.

Roughness broadens and softens the highlight. Metalness moves more of the base colour into the specular response.

The demonstration uses a compact analytical approximation for legibility and speed. It omits image-based lighting, geometry occlusion and spectral effects.

A production material system should be verified with the target renderer, tone mapping, assets, displays and performance budget.

Changing frame capacity can constrain module count. System packs affect both component count and the stable configuration code.

Prices are illustrative and do not represent a commercial offer. Real configuration logic would include stock, regional, engineering and approval rules.

Persist option identifiers and rule versions, not visual labels alone, so quotations and downstream manufacturing remain reproducible.

Higher turbulence reduces coherent paths. Longer trail persistence reveals stable structures but can conceal rapid state changes.

This is an illustrative two-dimensional field, not computational fluid dynamics and not a claim about a physical system.

Deterministic seeds make visual behavior reproducible for testing, review and recordings across the same implementation.

More links can improve alternate paths while increasing coordination. Lower anomaly thresholds surface more nodes for investigation.

Metrics are generated from the local demonstration state. They are not production telemetry and no external services are queried.

Operational maps should connect topology, service ownership and measurable signals without hiding the underlying traces, metrics and logs.