Baby Blue Viper

Enforcement Infrastructure for Capital & Compute

Baby Blue Viper designs deterministic enforcement systems for operators who require structural sovereignty over capital, data, and AI capability deployment.

This is infrastructure work — not advisory theater.

As Bitcoin scales and AI systems gain operational autonomy, the core problem converges:

How do you embed constraint directly into execution layers before value moves or capability activates?

We build the primitives that make enforcement infrastructural.


Viper Labs

Studio focused on deterministic governance and containment architecture.

We work with operators building:

  • AI compute environments

  • Multi-tenant infrastructure

  • Regulated digital systems

  • Treasury and custody architectures

Engagements are technical, architecture-first, and enforcement-driven.


AI Infrastructure Governance

We design capability-tiered enforcement systems that classify model risk, enforce pre-deployment gating, embed runtime constraints, and align compute infrastructure with jurisdictional requirements.

Open architecture → AI Governance Project

DRVL Governance Demo
Live demonstration of the Distributed Runtime Verification Layer (DRVL) governing a probabilistic AI agent in real time.

The demo shows an agent attempting database operations (READ, UPDATE, DELETE, DROP) while DRVL enforces deterministic policies — allowing safe actions, blocking dangerous ones, escalating risky ones, and providing full cryptographic attestation.

Live Demo → https://drvl-demo.onrender.com


Capital Infrastructure

Ωmega Pruner — a non-custodial, PSBT-only enforcement layer for structured UTXO consolidation and deterministic capital control.

Live demo → omega-pruner.onrender.com
Code → https://github.com/babyblueviper1/Viper-Stack-Omega

invinoveritas — premium AI reasoning, structured decision intelligence, and **persistent agent memory** for autonomous agents.

Pay-per-use via Lightning (Bearer + L402).

Live → http://178.156.151.248:8000
PyPI → https://pypi.org/project/invinoveritas/
GitHub → https://github.com/babyblueviper1/invinoveritas


About Federico

Infrastructure architect focused on structural control across capital and compute layers.

Background in financial systems, Bitcoin self-custody architecture, and AI governance design.

Languages: English · Spanish · Italian
Contact: fsllanos@gmail.com

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Enforcement Infrastructure for Capital & Compute

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