Building a Governed Browser-as-a-Service: How We Route AI Agents Through Hyperbolic Space

Most AI browser automation is a liability. You point an agent at a website, hope it does the right thing, and pray it doesn't click "Confirm Purchase" on something you didn't authorize.

We built something different: a governed browser swarm where every agent action passes through a 14-layer security pipeline, and different agents literally see different shortest paths through the web because their mathematical personalities warp the geometry.

The Architecture

User Request > FastAPI Gateway (port 8000) > Governance Membrane (14 layers) > TongueRouter (Dijkstra on Poincare Ball) > Agent Pool > Playwright Wrapper > Training Tap

The Tongue Router

Every URL gets expanded into a 6D vector using Sacred Tongue space - six dimensions weighted by the golden ratio:

class TongueObserver:
    TONGUE_WEIGHTS = {
        'KO': 1.000,   # Intent
        'AV': 1.618,   # Context
        'RU': 2.618,   # Policy
        'CA': 4.236,   # Execution
        'UM': 6.854,   # Security
        'DR': 11.090,  # Attestation
    }

Agent Personalities

Different agents have different tongue weightings - they see different edge costs in the navigation graph. A scout finds the fastest route. An auditor finds the safest route. Same web, different geometry.

The math: g_ij(x, agent) = (4/(1-|x|^2)^2) * T_ij(agent)

Governance at Every Step

1. Semantic antivirus - checks intent against known malicious patterns
2. Action validation - confirms the action matches the approved task
3. Governance scan - 14-layer pipeline produces ALLOW/DENY/QUARANTINE
4. Training tap - every interaction becomes an SFT training pair

14,654 training pairs and counting, all pushed to HuggingFace.

Running It Yourself

git clone https://github.com/issdandavis/SCBE-AETHERMOORE.git
cd SCBE-AETHERMOORE
pip install -r requirements.txt
python -m uvicorn src.api.browser_saas:app --port 8000

Why Open Source?

AI governance is too important to be proprietary. The full codebase: github.com/issdandavis/SCBE-AETHERMOORE

Patent pending (USPTO #63/961,403) - the math is protected, the code is free.