VAULTREC • LAB
ExperimentsPrototypesBoundariesRestraint

Quiet experiments.

Lab is a constrained workspace for experiments and prototypes. It reduces uncertainty — it does not publish a roadmap.

Lab posture

Purpose

Lab exists to remove ambiguity: clarify inputs, outputs, constraints, and failure modes. It is not a roadmap and it is not a promise.

Experiments are allowed to be discarded. Graduated work moves elsewhere and becomes stable.

DISCIPLINE

Uncertainty reduction

Reduce ambiguity. Make decisions easier.

Not proof. Not narrative.

TRACKS

Experiment tracks

Categories only. No commitment implied.

Track VR-LAB-AI

Personal command systems

Bounded decision-support layers under constraint.

Track VR-LAB-KB

Knowledge vaults

Controlled ingestion and retrieval with explicit boundaries.

Track VR-LAB-AUTO

Automation pipelines

Small workflows that reduce friction without expanding risk.

Track VR-LAB-UX

Interfaces

Calm UI experiments: hierarchy, rhythm, and legibility.

What changes here

Scope

Lab entries are not commitments. They may be revised, merged, or removed. Graduation means the work becomes stable and relocates to an authoritative surface.

BOUNDARY

Non-final surface

Items may appear, change, or disappear.

Graduation moves work out of Lab.

GRADUATION

Graduation criteria

When a prototype stops being an experiment.

Gate

Clarity

Behavior is legible: what it does, how it fails, how it’s controlled.

Gate

Boundaries

Inputs and outputs are explicit. No accidental exposure.

Gate

Durability

Sane defaults, versioned change, documented decisions.

Gate

Restraint

Minimum surface for maximum stability.

Lab rule

Freeze discipline

The purpose of Lab is uncertainty reduction. If a thing cannot be documented, maintained, and repeated, it does not graduate.

REMINDER

No promises

Draft stays draft until it can hold.

Stable work graduates out.