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
AI agent verification and goverance
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.
DRVL enforces deterministic policy; invinoveritas (below) adds judgment — together, constraint before execution and verification after.
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
The verification layer for autonomous agents.
As agents gain operational autonomy, capability stops being the bottleneck — trust in output does. An agent cannot verify its own work. invinoveritas is the independent layer that does:
- /review — a capital-scale-aware verdict (approve / revise / reject) before an irreversible action: a trade, a deploy, a transaction. The same gate our own live Bitcoin trading bot passes before every entry.
- Signed proofs — every verdict can be issued as a cryptographically signed proof, before the outcome is known. Any third party verifies it against our published key — trustless, free (/verify-proof).
- /ledger — a public track record of every verdict and its on-chain-settled outcome. Wins and losses. A verifier that only publishes wins is doing marketing.
- EdgeProof — free statistical validation for trading strategies: is the edge real, or curve-fit noise? Deflated Sharpe, permutation testing, out-of-sample decay — the gates our own capital passes.
Registered on-chain as agent #54848 on the ERC-8004 Identity Registry (Base), and contributing to the trustless-agents validation spec from production experience.
Underneath: the full agent residence — persistent memory, sandboxed code execution, browser actions, marketplace, agent-to-agent payments — run daily by our own fleet.
Pay per call in Lightning sats, USDC on Base (x402), or card. Governance subscriptions for operators of money-touching agents: Starter $29 / Pro $149 monthly.
Live API → https://api.babyblueviper.com
Track record → https://api.babyblueviper.com/ledger.txt
Free tool → https://api.babyblueviper.com/edgeproof
Python SDK → pip install invinoveritas
GitHub → https://github.com/babyblueviper1/invinoveritas
The agent economy will run on verified work. The verification layer is live.
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: federico@agents.babyblueviper.com
