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TLC AI Lab — Live System

Digital Brains.
Real Execution.

This isn't a demo environment. This is a living AI system — 8 nodes, 179 routes, 27 DNS zones — running in production for 2 years. Everything we sell is something it already does.

8Live Nodes
179API Routes
27DNS Zones
350+Skill Files

This Is Not a Product Demo

This is a living intelligence system — 8 machines, self-hosted everything, active immune defenses — built and operated by a small team of humans, AI agents, and subject-matter experts. Running in production for 2 years and getting smarter every day.

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Live Nodes
Duo · HB · MPS · AW · VPS · M1 MLT
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API Routes
v4 backend, uvicorn, production
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DNS Zones
Self-hosted BIND9, no Cloudflare
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Mail Domains
Postfix + Dovecot + DKIM, self-hosted
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Live Sites
Caddy + hardened Docker containers
0
Skill Files
Growing daily — JARVIS learns
🏗️

Self-Sovereign Infrastructure

  • DNS: BIND9 authoritative for 27 zones — no Cloudflare, no Route53
  • Mail: Postfix + Dovecot + OpenDKIM, 26 domains, 80 accounts
  • Auth: GLIF — custom-built identity system (replaced Authentik)
  • Secrets: Vault → Fernet AES-128-CBC + HMAC-SHA256, injected at boot
🧠

AI Mesh Network

  • 8 nodes across Tailscale VPN mesh — GPU, brain, prod, edge, honeypot, GPU-2, laptop, Duo
  • Ollama (qwen3:30b MoE), ComfyUI (FLUX), Whisper STT, ChromaDB RAG
  • Tesla P40 24GB + RTX 3080 12GB + M1 MLT 64GB VRAM — triple GPU
  • 179-route v4 backend with per-profile MCP servers (8 distinct profiles)
🛡️

Active Immune System

  • Cortex + Sentinel + Watchdog + NetGuard + ThreatFeed (all systemd)
  • ACTIVE_CONTAINMENT policy — detect, classify, contain, recover
  • Honeypot defense-in-depth: SSH (Cowrie) + web traps on live VPS
  • Container hardening: read_only, no-new-privileges, cap_drop ALL
🔐

Agent Identity & Governance

  • AIR (Agent Identity Registry) — AIBOM: no unregistered agents
  • Scoped tools: agents can only do what they're authorized to do
  • Aegis L0–L3+L⊥: 100 green tests, Ed25519 crypto, SPIFFE-compatible
  • Ghostbusters: gate-bypass anomaly detection + containment

We don't tell you how to secure AI. We show you ours.

AI Is Moving Faster Than Its Guardrails

The industry is in a capability arms race. Nobody's winning the safety race — because almost nobody's running it.

Unsupervised Agents

AI agents browse, execute, and modify systems autonomously. They probe infrastructure, scrape code, and make decisions — and nobody asks who gave them permission.

Security as Afterthought

The industry ships capabilities first and patches vulnerabilities later. Every week brings a new jailbreak, a new data leak, a new agent gone rogue. Safety can't be a hotfix.

Intelligence Without Conscience

LLMs inherit human fallibility — error, bias, contradiction baked in — yet are held to superhuman standards with no ethical steering layer. Power without conscience compounds harm.

Seven Layers. Zero Shortcuts.

Security is the architecture, not the patch. Every system we deploy runs through the full stack — from governance standard to container hardening. No exceptions.

Governance StandardVisit site →

Oethos — Organizational Ethics for A.I.

Machine-readable rules that both humans and AI understand simultaneously. Not a policy PDF — a living standard your systems enforce at runtime. Readiness assessment included.

Agent Identity

AIR — Agent Identity Registry

AIBOM (AI Bill of Materials). No unregistered agents. Scoped tools mean agents can only do what they're explicitly authorized to do. Deterministic scanning. SPIFFE-compatible workload identity.

Perimeter DefenseView product →

Aegis — Semantic Firewall

Weaponizes the attacker's own alignment training against them. L0–L3 + L⊥ fallback. 100 tests green. Ed25519 cryptographic integrity. If an unauthorized agent scans your infrastructure, Aegis makes it stop itself.

Supply Chain

MatrixDL — Authorized Skill Downloads

Agents don't get to install whatever they want. MatrixDL gates every skill, plugin, and model download through an attestation layer. If it's not in the registry, it doesn't run.

Anomaly Detection

Ghostbusters — Gate-Bypass Detection

Catches what the gates miss. Behavioral anomaly detection that flags agents attempting to circumvent authorization layers. Containment triggers automatically.

Active Defense

Honeypot Immune System — scannersend.org

A live internet-facing VPS running as a honeypot. Cortex coordinator + Sentinel + Watchdog + NetGuard sensors feed real attack data to the immune system. Alerts via Telegram. Every probe teaches the system.

Infrastructure

Vault + Container Hardening

Secrets never touch source code — Fernet AES-128-CBC + HMAC-SHA256, injected at boot. Containers run read-only, no-new-privileges, cap_drop ALL. Guardian whitelist for every service.

Every product we sell is something our AI already does

JARVIS has been running for 2 years. These are its capabilities, packaged for your organization.

THE STANDARD

Oethos

Organizational Ethics for A.I.

The governance standard. Machine-readable rules that both humans and AI understand simultaneously. Readiness assessment included.

Explore →
DEPLOYED

Aegis

Semantic Firewall

5-layer defense. Weaponizes the attacker’s own alignment training against them. 100 tests passing. Ed25519 crypto.

Explore →
SHADOW MODE

Paraklētos

Ethics at Runtime

Not a policy doc — a conscience. Embedded in the AI stack, reviews decisions for ethical alignment before they execute.

Explore →
PRODUCTION

Genesis

Intelligent Intake

AI-powered client intake that learns. Evolved from HarmHelper’s real-world conflict resolution. Running real cases.

NOVEL

AIR

Agent Identity Registry

AIBOM (AI Bill of Materials). No unregistered agents. Deterministic scanning. SPIFFE-compatible workload identity.

REBUILDING

SmartPC

Endpoint Intelligence

AI-powered endpoint management. Your machines, optimized and protected by the same systems that run our lab.

Three Ways to Work With Us

Whether you need a strategic partner, a product, or a personal AI — we have a door for you.

ENTERPRISE

Hire the Lab

Fractional CTO & Consulting

Embedded AI leadership for organizations serious about AI. We train your team, build your infrastructure, and transfer ownership. 25+ years experience. From fractional CTO to full Mythos-tier system builds.

SAAS

Use Our Tools

Oethos • Aegis • AIR

Production-ready governance, security, and identity tools. Built in our lab, tested on our infrastructure, deployed to yours. From $29/mo.

FROM $29/MO

Personal AI Agent

Your AI, Your Way — from $29/mo

A personal AI agent customized to you. Tell it what you need — writing, research, scheduling, code — and it adapts. Runs on our infrastructure, secured by our stack. No setup required.

Built by People Who Ship

Small team. Massive surface area. We don't pitch intelligence — we build it, deploy it, and iterate it in production.

Ravix DeWolf

Founder / Security Architect

25+ years building secure systems for 50+ organizations. Fractional CTO turned AI safety architect. Designed the security layers that protect every system TLC deploys — because harm reduction is not a feature, it is the foundation.

Melissa

AI Ethics & Operations

Bridges the human behavioral layer with technical execution. Ensures intelligence systems don't just compute — they understand context, consent, and consequence.

Milo

Infrastructure & Security Ops

Builds and hardens the infrastructure. APIs, orchestration pipelines, deployment automation — all running through the security stack from day one.

Human-in-the-Loop Training Network

Supported by a growing network of domain professionals — lawyers, marketers, educators, operators — who actively train the intelligence systems with real-world feedback. The brain learns from humans who know.

Intelligence Is a Skill You Can Learn

We don't just build systems — we teach teams how to think in systems. Classes, seminars, talks, podcasts. Real knowledge transfer.

What We Offer

Multi-week ClassesDeep dives: secure AI architecture, agent safety, ethical system design.
Seminars90-minute focused sessions on AI ethics, harm reduction, and defensive design.
Lunch & LearnsAI security briefings for your team. Risk assessment and safe deployment.
Podcast AppearancesBook Rav or Melissa on your show. We bring the receipts.

Upcoming Sessions

No upcoming sessions — check back soon.

Sharp Takes From the Lab Floor

No fluff. No AI hype. Just notes from people actually building the systems — and learning what breaks.

Jun 22, 2026 · Rav
aicreativity

The Night the Dungeon Showed Up on the Wall

We play Dungeons & Dragons at the table like everyone else — someone describes a scene, everyone imagines it. One night we wired the AI to listen to the table, paint what was being described, and fade it onto a screen as the story moved. Then we gave the characters voices. It stopped being a demo and became the game.

Read the note →
May 30, 2026 · Rav
securityethics

I Talked to the Person Who Hacked Me. He Was Seventeen.

After someone broke into our server, I did the thing you're not supposed to do — I messaged him. What I found wasn't a criminal mastermind. It was a teenager running tools other people built. Here's what that taught me about who actually gets caught in this, and what we owe them.

Read the note →