Production-ready Multi-Agent Governance Framework.

DEEP DIVE MODULES:
Layer 1 & 9 PUBLIC EDGE

The Edge Ingress Boundary

External traffic containment, payload pre-scrubbing, and Next.js Application UI.

1 Edge Ingress
L1 / L9

Next.js UI & Vercel API

Sinks intent payloads, routes traffic, and serves the workspace.

2 Secure Bridge
TLS

Cloudflare Tunnel

Exposes end-to-end mTLS encrypted transit to the Private Core.

PRIVATE CORE HOST
Layers 5-8 GOVERNANCE & ORCHESTRATION

Control Plane & Governance

FastAPI ingress, LangGraph state machine, SAFR capability constraints, and Immutable Logging.

3 FastAPI
L6

API Hub & IAM

Parses IAM Passport.

4 Orchestrator
L5

LangGraph Engine

Maps agent trajectory.

5 SAFR Interceptor
L7 Controls Repo

Continuous Capability Authorization

Intercepts tool calls *before* execution against AgentMandates DB.

9 State Sync
L8

Checkpoints DB

Freezes execution for HITL.

10 Ledger Commit
L8

Hash-Chain Log

Links blocks in Neon Postgres.

Layers 2-4 NATIVE COMPILED AI

Private Core Compute Matrix

Air-gapped modeling, private VRAM isolation, and semantic similarity vectors.

6 Vector Match
L2

Vector DB (RAG)

Stores geometric profiles, enabling exact cosine match retrieval.

7 ML Tensor Math
L4

XGBoost & PyTorch Engine

Multi-dimensional risk networks, LIME, and XGBoost trees.

8 Local LLM Run
L4

Llama-3 & Mistral

Generative cognitive synthesis. Zero leakages. Private VRAM isolation.

Real-time Data Plane Gateway

Trigger a real-time transaction payload stream. Watch how SAFR constraints, LangGraph state freezes, and dashed blue data-return paths execute seamlessly.

Active Task: STANDBY
Hardware Target: 16GB MacBook Air
Crypto Hash Link: 000000...00
SYSTEM EXECUTION LOG CONSOLE Ingress Path Return Path 9.6k bits/s

> Engine operational. Cluster interfaces verified. Ready for transaction stream ingestion...

Active Session: SAFR-INGRESS-CLUSTER-2026 Full Scale AI Stack
Interactive Guide

The multi-layer Architecture

Continuous Trajectory Governance

This multi-layer stack enforces SAFR logic not at the end of a workflow, but continuously between every step. The Orchestrator (LangGraph) must request authorization from the Interceptor (SAFR) before executing any capability.

The Structural Layers

L1 & L3

Infrastructure & Compute

The foundational Virtual Private Clouds (VPCs), air-gapped secure hardware, and the PyTorch/CUDA compute back-planes that physically host the Private Core.

L2

Data Engineering & Controls

Houses the PII Scrubbers, the Vector DB (RAG) for enterprise knowledge, and crucially, the decoupled AgentMandates database ensuring policies are never hardcoded.

L4

Hybrid Model Hub

The localized cognitive workers. Includes Generative LLMs (Llama-3, Mistral) alongside deterministic models (XGBoost, TensorFlow) equipped with SHAP/LIME explainers.

L5

Agentic Orchestrator

LangGraph acts as the state machine. It manages the agentic trajectory, routing logic, and dictates the sequence of operations, but has no authority to execute tools without L7 approval.

L6

MLOps & Gateways

FastAPI provides the strict Ingress/Egress API hub within the Private Core, cryptographically authenticating the IAM Passport, while Vercel handles the serverless edge relay.

L7

SAFR Disposition Interceptor

The continuous evaluator. Every time LangGraph attempts a tool call, L7 intercepts it, verifies the IAM passport against the L2 Controls Repo, and either authorizes or blocks the trajectory step.

L8

State & Immutable Audit

Neon DB manages UI state, the Governed State Checkpoints freeze the agent mid-trajectory if limits are breached, and the Hash-Chain securely logs every micro-step to the `AgentAuditTrail`.

L9

Application & Human Accountability

The Next.js frontend UI dashboard that acts as the administrative Maker-Checker ratification workspace for Human-in-the-Loop interventions.