Core Concepts

KNIRV DVE Architecture

The DVE (Distributed Validation Environment) is the primary service layer of the KNIRV network — a sovereign, policy-governed compute container backed by cryptographic attestation and an immutable KNIRVCHAIN audit trail. The full D-TEN architecture beneath it provides the decentralized infrastructure that makes DVEs verifiable.

The Twelve Layers of D-TEN

The KNIRV D-TEN (Decentralized Trusted Execution Network) provides the infrastructure beneath every DVE. Layer 5 — KNIRV-SERVER DVE — is where developers interact directly: it hosts the Policy Editor, issues validation proofs, and commits results to KNIRVCHAIN.

1

KNIRV-ORACLE

NRN Oracle & Economic Orchestrator

The sovereign GoLang-based blockchain serving as the canonical NRN token ledger and network oracle.

NRN Ledger Economic Orchestration State Sync
2

KNIRV-ROUTER

Network Integrity & NRN Production

GoLang-based network integrity layer producing NRNs via Proof-of-Connectivity and embedding URI path certificates.

Proof-of-Connectivity URI Certificates P2P Routing
3

KNIRVGRAPH

Decentralized Knowledge Graphchain

GoLang-based Graphchain serving as the decentralized knowledge fabric for ErrorNodes and SkillNodes.

ErrorNodes SkillNodes Knowledge Graph
4

KNIRVCHAIN

Living Base LLM & Skill Certification

Sovereign Rust-based blockchain hosting the canonical CodeT5 Base LLM and SkillRegistry.

CodeT5 LLM SkillRegistry Skill Certification
5

KNIRV-SERVER DVE

Deterministic Validation Environments

GoLang-based network of Deterministic Validation Environments providing verifiable execution and cryptographic proofs.

TEE Execution ValidationProofs CLEAN Architecture
6

KNIRV-CONTROLLER

Unified Agent Management Platform

Unified agent management platform integrating mobile-controller, KNIRVCLI, agent-core, and wallet functionality with QR code connectivity.

Mobile Controller Agent Core QR Connectivity
7

KNIRV-INFERENCE

Agent Intelligence Development Platform

Specialized agent intelligence development platform providing WASM compilation pipeline, model training infrastructure, and deployment sequence management.

WASM Pipeline Model Training Deployment Management
8

KNIRV-WALLET

User-Friendly Gateway

User-friendly oracle leveraging XION's Meta Accounts for seamless interaction, primarily accessed through KNIRV-CONTROLLER.

Meta Accounts NRN Management Seamless UX
9

KNIRV-GATEWAY

Unified Web Portal & API Gateway

Unified web portal and serverless API oracle with real-time capabilities, serving as the primary entry point for all ecosystem interactions.

Web Portal API Gateway Real-time SSE
10

KNIRV-CLI

AI-Powered CLI Interface

AI-powered, comprehensive GoLang-based command-line interface with MCP management, providing unified developer and power user access.

CLI Interface MCP Management Developer Tools
11

KNIRV-SDK

Multi-Language Development Kit

Comprehensive multi-language software development kit offering unified developer access through high-level abstractions and Gateway integration.

Multi-Language High-Level APIs URI Resolution
12

KNIRVANA

Immersive 3D RTS Gateway

Immersive 3D Rust-based Real-Time Strategy game with TRON-style environment, serving as the experiential oracle for competitive ErrorNode resolution.

3D RTS Game ErrorNode Resolution TRON-style UI

Key Concepts

DVE

A Distributed Validation Environment is a sovereign compute container with cryptographic attestation, policy governance, and a blockchain-committed audit trail.

Policy Editor

Define governance rules that control how your DVE accepts, executes, and reports on workloads. Policies are versioned and committed on-chain.

Blockchain Commit

Every policy change and execution result is committed to KNIRVCHAIN, producing a tamper-proof audit trail verifiable by any third party.

ErrorNodes

Failed AI attempts that become learning opportunities. KNIRV transforms validation failures into structured training data for the network's collective intelligence.

Cognitive Engine (Pro)

Adaptive AI governance layer that automatically tunes policies and detects anomalies — available on the Professional tier and above.

NRN Tokens

Network Resolution Notices — the native token used to fund DVE compute, reward error resolution, and enable autonomous economic activity.