1. Purpose of this document

MVO is not a product release. It is a technically verifiable substrate: sufficient for a first adopter to run reference workloads, inspect telemetry, and evaluate the portability claim without access to internal source.

Every component in the MVO either directly proves the central thesis or is a precondition for proving it. Anything else is out of scope.

2. Central thesis

One artifact, without code changes, executes across different environments with predictable state and observable telemetry.

The thesis is falsifiable. It maps directly to two measurable hypotheses — H1 (portability) and H2 (simplicity) — which are validated by the reference workloads and comparative benchmark.

3. What VYR is not

VYR does not attempt to replace Kubernetes API surface. It is narrower and deeper: execution continuity + state + offline-tolerant coordination.

Not another orchestrator

Kubernetes organises clusters as control plane + worker nodes. VYR claims the execution fabric layer below orchestration — portable, vendor-neutral, offline-tolerant.

category: execution fabric

Not a service mesh

Istio decomposes systems into control plane and data plane via proxies. VYR provides only the minimum secure transport required — no sidecar tax.

category: transport

Not a cloud control plane

AWS Outposts, Azure Arc, and Google Distributed Cloud extend vendor control planes. VYR is the vendor-neutral substrate that runs across all of them.

category: substrate

Not an agent framework

LangGraph and ADK orchestrate stateful agent workflows. KYX manages policy and causality over agent workloads — VYR provides the execution layer beneath.

category: infra layer

4. Brand roles

Brand Role Layer
VYR Lightweight, portable execution fabric for distributed workloads execution fabric
KYX Systemic intelligence and control layer — models context, causality, and interventions over VYR intelligence plane
KYX is deliberately absent from MVO. Its first input is accumulated telemetry from VYR. Without an operational VYR runtime producing real traces and metrics, KYX has no data to model, no history to reason over, and no interventions to validate.