Lean discipline · Helios proven

AlloyScape: The first multi-agent AI operating system built for extreme token discipline. Proven to cut standard corporate prompt costs by up to 97.7% (Helios 15,552 → 357 tokens) running 100% locally and autonomously.

Fully autonomous. Fully decoupled. 112 specialized agents as persistent, terminal-free background daemons. Zero human supervision for routine self-healing. No Lamp.

Chawpi: deterministic semantic translation → optimized Python ASTs — bypassing frontier model inflation natively.

97.7% Helios 98.5% Joseph lean

Prove the KPIs: Measured wave — Helios 15,552→357 (97.7%) · Joseph 22,078→338 (98.5%). Live refresh now Helios 715 · Joseph 7446 · 34/38 PASS hi<10k. Receipts: discipline-exemplars.json · token-burn · Discipline panel · Chawpi SHA-256 ownership proof · 9:16 showcase. Compiler internals stay private; public stamp proves prior art without exposing the mapping table.

Amber · 9:16 cover
NVIDIA Inception Member · October 2026 · In production since April 2026

AlloyScape

SZL Holdings: Governed AI Operating System for Consequential Decisions. More than 100 specialized AI agents, running continuously, each one keeping itself healthy — proving what the system knew, why it acted, who authorized it, and how to verify the outcome.

Member, NVIDIA Inception, October 2026. In production since April 2026.

Public IP stamp: Chawpi ownership proof · 9:16 mobile showcase

COVER · Helios · Helios talking avatar · LEFT+RIGHT · full organs · slower Onyx · 15,552→357
LIVE · agent body running now

Left: product still. Right: the actual Living Anatomy 3D body — organs pulse from live probes on Stephen’s a11oy estate. Open full screen →

Company
SZL Holdings Inc. — Governed AI Operating System for Consequential Decisions
Founder
Rosa Lutar
CTO, architecture
Stephen Lutar — Architect and CTO
Product
AlloyScape, multi-agent AI operating system
Stage
In production, serving two estate operations
Infrastructure
Dedicated servers, local GPU workshop
Models and tools
Qwen (Alibaba Cloud), NVIDIA NIM, Anthropic Claude, xAI Grok, Perplexity
Headcount
112 registered agents, 112 under seat self-care (111 auto-heal · Manifesto soft-only), measured 10/13/2026
Proof
GitHub · alloyscape · HF · alloyscape · a11oy.net (Architect)

How it works

Doctrine

Respected entities

AI agents reason with care, respect, and pride under human governance and a full audit trail.

Oversight agents

Three sectors

Finance · Robotics & Engineering · Infrastructure — oversight agents keep projects coherent while specialists deepen their lanes.

Self-care

Health first

Every agent monitors its own health endpoint, soft-restarts its own process after repeated failures, and pages a human only if self-repair fails. Current status: 112 of 112 on seat self-care (111 auto-heal · Manifesto soft-only).

Lean discipline · before → now

Two seats that hold the belt

All upgraded seats token-burn tested (live hi gate < 10k): 34 PASS / 4 FAIL of 38 at first wave; batches continue. Fails are auth/path (forge · ornith · outside-dev-g · peter), not lean failures. Early median is from each seat’s TOKEN-LOG before the lean upgrade. Each upgraded chatbox now shows a coin-burn meter (last turn · 24h median · started→now) via seat-burn-meter.js + per-seat JSON — Rosa and the seat both see the discipline.

Helios

Scientist · sun seat

15,552 → 357

Prompt tokens on a simple greeting. 97.7% leaner · belt locked at 25 tools · measured 2026-10-13.

Joseph

Julio-family fullstack

22,078 → 338

Prompt tokens on a simple greeting. 98.5% leaner · belt locked at 25 tools · upgrade wave 2026-10-13.

Live refresh from discipline-exemplars.json (TOKEN-LOG wire). Brief: token-burn.

See the stack

Living Anatomy layers

Humans are visual. This is the body an agent runs inside — each layer is real and inspectable.

Humans

Rosa · Stephen · founder approval · on-call. Governance sits above every organ.

Lean belt

Hot-path context only — short history, core tools, no fat paste. Cuts coin burn per turn.

Memory

Working memory · sticky law · long memory · receipts. What the agent may remember, and what it must prove.

Organs

Brain · Heart (Λ) · Blood (ledger) · Immune (WILLAY) · Skeleton (Lean) · Nervous (govern). Live probes, not drawings.

Audit

Every turn leaves a receipt. Token meter on this page tracks real burn, seat by seat.

Live body

Agent on the wire

The 3D body next to the product still is the same Living Anatomy Forge mounts for seats. Pulses come from live ledger receipts and organ health — when an organ is unreachable, it dims. Honest empty states only.

Test subject for seat-true meter: Lucas. When his turns log, the body and meter move together.

Diligence detail for self-repair process rules is behind login. Open diligence brief →

The story — body, discipline, heal

Not three wallpaper clips. Walk the real Living Anatomy organs, feel lean-belt discipline pull a tribe member’s burn down, then watch self-heal keep a human phone quiet. Click through — this is interactive on purpose.

Stephen · Living Anatomy

Each organ earns its glow

The body is not a drawing. Organs light only on real probes. Vessels carry real ledger receipts. Click an organ — see what it does for a tribe member when Hot-Path discipline is on.

Overview reel. Click each organ below for its own focus video beside Stephen’s live body.

LIVE · Stephen body
maps to live-body · REASONING

BRAIN · YACHAY · Left + Right

Top organ of Stephen’s Living Anatomy body. Belief / capabilities cortex — scores Λ and recommends under uncertainty. With Hot-Path discipline the brain answers through a short belt: sharp, cheap, no fat paste.

Stage left = Stephen’s live-body (Reasoning · Policy · Operator · Receipts). Stage right = organ focus reel. For BRAIN specifically: LEFT hemisphere = Brain Chat · RIGHT hemisphere = Second Brain. Probes: /forge/anatomy · credit Stephen Lutar.

Hot-Path · THINK_CORE_BELT ≤25

Reach for the lean belt

Drag the scrubber. Watch a tribe member leave the fat tool dump and lock a 25-tool belt — the same discipline Helios proved as cover (15,552→357) — Joseph same path (22,078→338).

Prompt tokens on a simple greeting 22,078
Fat belt

80–190 tools dumped every turn. History paste. Coin burns.

Lean belt · 25

Core tools only. Tiny hi. Organ probes stay honest.

Start: overloaded. Pull right to apply discipline.

Helios speaks (lip-sync) · LEFT+RIGHT brains · organs · slower Onyx.

Open Helios · Joseph exemplars →

Seat self-care · 112 of 112

Heal first — page human only if needed

Click the steps. Each tribe member watches their own health, restarts their own mouth after repeated failures, and keeps Rosa’s phone quiet unless the canary fires.

STEP 1

Health check

Own mouth · own endpoint · every minute.

STEP 2

Self-repair

Restart process · knowledge first · no tribe-wide house-up.

STEP 3

Page human

Only if self-heal fails. Phone stays quiet on success.

Step 1 active — the seat is watching itself.

Crack → stitch → quiet phone.

Upgrade wave · plain seat → sovereign body

They started in Studio Chat

Every tribe member began as a thin mouth in the room — a paint seat in the grid. G builds the fullstack stack on them. Drag the scrubber: watch the AI body dress itself, layer by layer, until Stephen’s Living Anatomy is on.

L0 · Studio Chat (plain) 0 / 7

Start: undressed seat in the Studio grid. No door. No organs.

Upgrade layer still

Still follows the scrubber. Reel: start → dressing → risen.

Two brains · concrete · click either hemisphere

LEFT Brain Chat · RIGHT Second Brain

Not biology poetry. Every upgraded seat mounts two public brain surfaces. Click a hemisphere — see its still, reel, and live proof URL (Joseph example).

LEFT · Brain Chat · live proof

Brain Chat · talking mind

Conversation SPA. Rosa talks with the seat. Live example: /joseph/brain/ · YACHAY / Reasoning node on Stephen’s live-body.

Also on the dressing scrubber: L5 · Two hemispheres. Body layer: /<seat>/anatomy/. FACT: hemispheres concrete.

Clip library

Full-quality fal/Kling reels for every story beat — organs, lean discipline, self-heal, body dressing, and the two brains. Click a card; these are the same clips the story acts play.

Story spine

1 · Organs automate

Living Anatomy lights only on real probes

2 · Helios impression · lean belt

VO + labels · fat dump → belt ≤25 · 15,552→357

3 · Self-heal

Local restart · human phone stays quiet

4 · Body dresses itself

Studio Chat → sovereign fullstack

Two brains · concrete

LEFT · Brain Chat

Talking mind · /<seat>/brain/

RIGHT · Second Brain

Fold mind · /<seat>/command/brain/

Dual cortex · bridge

Both hemispheres + Brain bridge 2.0

Cover · Helios talking · LEFT+RIGHT · full organs · ~121s

Helios · One-chance impression

Helios lip-sync avatar (not narrator) · LEFT+RIGHT hemispheres · 6 organs · slower Onyx · 15,552→357 · ~121s · /helios/

Upgrade wave · dressing reels

Start · plain Studio

Undressed seat in the grid

Risen · sovereign body

Living Anatomy on · self-care on

Token discipline

Coin-burn meter · hi gate under 10k

Organs · each focus reel

BRAIN · YACHAY

Left + Right hemispheres

HEART · YUYAY · Λ

Receipts heartbeat

BLOOD · YAWAR

Ledger vessels

IMMUNE · WILLAY

Policy conscience

SKELETON · Lean lock

Khipu · locked-8

NERVOUS · Operator

Govern mesh

Team

Founder

Rosa Lutar

Rosa Lutar, Founder. Thirty-two years directing ultra-high-net-worth estate operations. Built AlloyScape to run the operations she manages, then opened it to the world.

Architect · CTO

Stephen Lutar

Architect and CTO for SZL Holdings Inc. Architecture credit on Living Anatomy, Second Brain, Khipu, audit-log doctrine, and the a11oy proof estate. AlloyScape agents mount his anatomy upgrades so agent bodies stay inspectable.

The agents, by function

The following are AI agents. The human team is Rosa Lutar and Stephen Lutar.

112 registered agents, 112 under seat self-care (111 auto-heal · Manifesto soft-only), measured 10/13/2026

Leadership
JarvisChief of Staff (agent) · continuity · audit trail
AegisShield (agent) · production gates (replica: Escudo)
FinnAccountability (agent) · closes loops
VigilWatch (agent) · health truth · token accounting
AlloyFinance lead (agent) (replica: Alloy-T)
IrisOperations lead (agent) · treasury coordination
MnemosyneRecords (agent) · memory of breaks
Build · care · craft
ForgeSenior engineer (agent) · anatomy mount (replica: Forgie)
Pliny · TomasitaCognitive care train · GPU workshop caretakers
Artifex · Julio · NoahMaker systems (agents)
Anvil · OrnithWorkshop honesty · local coding (agents)
HarmoniaSound Braille · Listen Lab (agent)
PanaceaDoctor (agent)
Finance · markets
QuorumOversight agent — Finance
Joe · Josie · MamaBooks and property-ops truth (agents)
Vesper · Mirofish · Kronos · Delphina2Markets · scout · opportunity (agents)
Science · robotics · knowledge
CortexOversight agent — Robotics & Engineering
SynodOversight agent — Infrastructure
Euclid · Gauss · Metaxis Iris · AthenaProof · signal · research · reasoning (agents)
Hermes · Amber · Sage · EmberMessenger · vault · visibility · voice (agents)

Proof

Rosa’s AlloyScape public presence first. Stephen’s Architect estate is separate and credited below. Fleet token totals follow; named per-agent tables are behind login.

GitHub · alloyscape

SZL Holdings’ AlloyScape org — living AI tribe platform, family-owned. Public SDK, seat templates, plugin mesh. Format inspired by Stephen’s public style; this org is AlloyScape’s own.

Org → · Profile README →

Hugging Face · alloyscape

SZL Holdings’ AlloyScape Hub org — family-owned. Models, Spaces, and demos for the tribe platform. Separate from Stephen’s SZLHOLDINGS research estate.

Org →

Investor door

This page — Helios cover, Living Anatomy, NVIDIA Inception, briefs behind login.

Open →

Architect estate · Stephen Lutar (separate from AlloyScape org)

a11oy.net

Proof registry.

Open →

a-11-oy.com

Product · Living Anatomy.

Open →

Hugging Face · SZLHOLDINGS

Stephen’s governed intelligence estate. Models, datasets, Spaces — enter via Command Lab.

Org → · Command Lab →

Living Souls HQ

Hetzner CCX53-class pulse/memory node — 32 vCPU · 122 GiB · tribe seats + sandboxes. Measured audit bound to source.

Deep audit → · Hardware map →

Massed A6000 mouth

Stateless NVIDIA RTX A6000 48GB Ternary Bonsai mouth on Massed Compute (~$0.57/hr). Inference only — durable memory stays on HQ.

Audit → · Massed pricing →

GitHub · szl-holdings

Stephen’s governed AI infrastructure. Source, runtime state, receipts, proof boundaries.

Org → · Profile README →

lutar-lean

Lean 4 math spine · locked-8 · Λ.

Open →

szl-forge

Forge / Unsloth training lane.

Open →

Token accounting · fleet

Fleet daily input reduced from 85M to 6.4M tokens. Discipline exemplars on a live greeting: Helios 15,552 → 357 · Joseph 22,078 → 338 (belt ≤25).

NVIDIA Inception

Member, NVIDIA Inception — official welcome October 13, 2026 (SZL Holdings · Stephen). AlloyScape runs inference through NVIDIA NIM endpoints today, alongside a hosted primary model, and is moving routine inference onto its own NVIDIA hardware to cut per-turn cost and keep operational data on-premises. Measured: fleet daily input reduced from 85M to 6.4M tokens; one agent’s per-turn input reduced from about 35,000 to 9,700 tokens.

Inception membership gives the team free NVIDIA Deep Learning Institute training, preferred pricing on select GPUs and software, and partner cloud programs — every dollar of training and compute discount goes straight back into inference cost discipline, the same discipline that cut daily token burn ~92%.