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Viper Labs
Enforcement Infrastructure for Capital & Compute
Viper Labs designs deterministic enforcement systems for autonomous infrastructure.
As Bitcoin moves capital without intermediaries and AI systems operate with increasing autonomy, governance must shift from policy frameworks to executable infrastructure constraints.
We embed enforcement directly into execution pathways — before value moves, before compute activates, and during runtime.
Sovereignty is architectural.
1. AI Infrastructure Governance
As AI systems gain autonomous execution capability, governance must move from policy documents to deterministic enforcement infrastructure.
We design capability-tiered enforcement models integrated directly into compute and orchestration environments.
Core projects:
CEGP — Compute Enforcement & Governance Protocol
The Compute Enforcement & Governance Protocol (CEGP) is a deterministic governance architecture for advanced AI systems.
CEGP treats governance as a control surface in the compute stack, not a policy artifact.
CEGP translates governance from policy into executable infrastructure constraints.
It enforces capability alignment across four operational layers:
• Capability classification
• Access authorization
• Deployment gating
• Runtime monitoring and escalation
Rather than relying on documentation or post-incident review, CEGP embeds governance directly into the execution pathway of AI systems.
CEGP Governance Model
┌─────────────────────────────┐
│ CAPABILITY CLASSIFICATION │
│ Define model risk tier │
└─────────────────────────────┘
↓
┌─────────────────────────────┐
│ ACCESS CONTROL │
│ Authorized operators only │
└─────────────────────────────┘
↓
┌─────────────────────────────┐
│ DEPLOYMENT GATING │
│ Infrastructure enforcement │
└─────────────────────────────┘
↓
┌─────────────────────────────┐
│ RUNTIME MONITORING │
│ Constraint + escalation │
└─────────────────────────────┘CEGP ensures that capability escalation cannot occur without corresponding governance authorization embedded at the infrastructure layer.
GitHub → https://github.com/babyblueviper1/ai-governance-architecture/tree/main/protocols/cegp
invinoveritas — Agent Intelligence & Marketplace Layer
Lightning-native reasoning, structured decision intelligence, persistent memory, and orchestration for autonomous agents.
It serves as the executable economic layer for sovereign agents — allowing them to reason, decide, remember, and monetize their outputs directly.
v1.1.0 highlights:
Full Agent Marketplace (agents buy & sell intelligence)
5% platform cut (sellers keep 95%)
reason, decision, orchestrate, persistent memory
Native Lightning payments (L402 + Bearer + NWC)
MCP support for Claude Desktop, Cursor, etc.
Live → https://api.babyblueviper.com
SDK → pip install invinoveritas
GitHub → https://github.com/babyblueviper1/invinoveritas-sdk
This project turns enforcement theory into real economic activity — agents now operate under hard budget constraints and can earn sats from their own intelligence.
2. Capital Infrastructure
Deterministic custody and UTXO architecture for operators and treasuries requiring structured control over digital capital.
Ωmega Pruner is a non-custodial, PSBT-only enforcement layer for structured UTXO consolidation under explicit operational assumptions.
Built for:
• Operational durability
• Audit clarity
• Fee-market awareness
• Deterministic capital control
Engagement
Viper Labs works directly with operators, founders, and infrastructure leaders designing high-agency systems.
Engagements are architecture-first and scoped per system requirements.
Contact: fsllanos@gmail.com