What is a DVE?

The core runtime — a deterministic execution environment for AI agents. Every execution is sandboxed, monitored, and cryptographically provable.

eBPF Kernel Tracing

Kernel-level observation of every system call, memory access, and network operation. Real-time policy enforcement — not just post-hoc logging.

CLEAN Cryptographic Proofs

Every DVE execution produces cryptographic evidence packs that can be verified on-chain. Immutable audit trails for every AI agent action.

Everything Bundled

Blockchain, graph database, gateway, inference engine, WASM plugin runtime, testnet — all included in KNIRVSERVER. No separate components to install.

50+
Auto-Generated Guardrail Rules
3
LLM Providers in Failover Chain
100%
PQC-Signed Evidence On-Chain
4
Node Types: DVE, Skill, Error, Capability

Everything Your Enterprise AI Stack Needs

Eight integrated services compose into a complete AI governance, compute, and compliance platform — sovereign from day one.

Multi-Provider AI Orchestration

Route inference across Anthropic, Cerebras, Gemini, and DeepSeek with automatic failover, Mixture-of-Agents ensemble reasoning, and per-task provider routing.

Enterprise AI Governance

Auto-generate 50+ guardrail rules from your organizational ontology. Every LLM request checked against corporate policy before execution.

DVE Compute Marketplace

One-click provisioning of Distributed Virtual Execution nodes. P2P discovery via libp2p DHT. NAT traversal via KNIRVGATEWAY TURN/STUN.

Sovereign Knowledge Base

GraphRAG-rs (Rust FFI) builds entity-relation graphs from your document corpus. FAISS + BM25 hybrid search with graph context.

Cryptographic Compliance

Post-quantum cryptographic signatures on every policy, validation result, and evidence pack. Immutable audit trail anchored on-chain.

Error Mining & NRN Rewards

AI failures become monetizable knowledge. ErrorNode → SkillNode transitions mine skill.md files. Contributors earn NRN token rewards.

eBPF Kernel Security

Real-time kernel-level monitoring of every DVE workload. LSM policy events, syscall counts, and XDP packet filtering at the OS level.

Badge Governance Lab

Mint capability tokens encoding ontology tags, value signals, and scoped auth credentials to KNIRVCHAIN. Attach badges to DVE nodes for inherited governance.

Seven Phases. One Coherent Platform.

From initial onboarding to continuous knowledge mining, every stage is governed, auditable, and composable.

01
Onboard Organization

ValueSystem + Ontology → auto-generated guardrail rules

02
Provision DVE Nodes

One-click container deployment, P2P registration

03
Ingest Knowledge

GraphRAG-rs indexes documents; plugins registered

04
Delegate Credentials

Provider chain configured; MOA roles assigned

05
Run Inference

Tasks routed, context chunked, MOA ensemble fires

06
Enforce Guardrails

Every request checked; violations logged and anchored

07
Mine & Anchor

Errors become skills; evidence packs anchored on-chain

Built for Organizations That Take AI Seriously

Zero-Trust AI

Enterprise AI Governance

Deploy KNIRVSERVER as your internal AI governance layer. All LLM requests routed through policy-checked guardrails with cryptographic audit trails.

Fintech / Compliance

Regulated Financial Services

Fintech plugin loads KYC, AML, Basel, and SEC ontologies. FintechValidator runs compliance checks; ReplayEngine produces transaction audit trails.

Research / Knowledge

Sovereign Research Knowledge

Upload proprietary documents, build GraphRAG knowledge bases, and query with semantic graph retrieval — all encrypted at rest with PQC.

Node Operator

Decentralized Error Mining

Operate a KNIRVGRAPH node that mines AI error knowledge, accumulates skill.md files, and earns NRN rewards for successful resolutions.

Kernel-level oversight.
Not just a firewall.

GuardrailEngine runs below your application stack. eBPF probes inspect every DVE workload at the OS level — capturing LLM prompts before encryption, correlating intended tool calls with actual syscalls, and triggering session revocation the instant agent behavior drifts from its declared intent.

  • • Intercepts plain-text prompts before they reach the LLM provider
  • • Maps predicted tool calls vs. actual kernel syscalls in real time
  • • Revokes sessions and blocks calls on intent-action drift detection
  • • Predictive anomaly surface via DistributedScaler + ProactiveDetector
● eBPF Monitor — Live
14:02:31.004 [SYSCALL_INTERCEPT] pid=4821 comm=knirvdve syscall=openat
14:02:31.021 [LLM_PROMPT_CAPTURE] tokens=312 provider=anthropic intent=search
14:02:31.044 [TOOL_CALL_CHECK] predicted=search actual=socket — MATCH
14:02:31.109 [SYSCALL_INTERCEPT] pid=4821 syscall=connect dst=10.0.0.1:443
14:02:31.115 [INTENT_DRIFT_ALERT] predicted=search actual=shell — MISMATCH
14:02:31.116 [SESSION_REVOKED] agent=dve-a1b2 reason=action_drift
14:02:31.118 [GUARDRAIL_VIOLATION] severity=CRITICAL node=dve-a1b2

Your Organization's AI. Governed. Auditable. Sovereign.

Deploy KNIRVSERVER on your infrastructure, or drive it entirely through KNIRVCLI — the command-line supervisor for agent sessions, evidence, and proof.

Sovereign Edition

Self-hosted on your infrastructure

  • ✓ Full data sovereignty
  • ✓ No vendor data access
  • ✓ systemd / Docker deployment
  • ✓ Community support
Self-Host on GitHub

KNIRVCLI

Supervise agents, submit proof, from your terminal

  • ✓ Signed evidence bundles per session
  • ✓ Native proof commits to KNIRVSERVER
  • ✓ Works with Claude, Codex, Hermes, OpenCode
  • ✓ Managed cloud or self-hosted backend
Get KNIRVCLI at knirv.com