01
RUIPENG CAO
+
MiraclePlus
S26 — 2026
+

I've been hunting asymmetric markets since I was 10.

// FOUNDER PORTFOLIO

THE PRODUCTION LAYER
FOR AI VIDEO.

Turning unstable video models into controllable,
repeatable, shippable production systems.

Bitcoin at 16. Pricing power at 24. Building Video Harness now.

EVIDENCE A1
Evidence
Vision is a force multiplier.
EVIDENCE B7
Industrial
Industrial grade. Repeatable output.
EVIDENCE C3
> harness.init()
> load_model("seedance_v2")
> pipeline.compile()
> ship();
// PRODUCTION, NOT PROMISES.
MODULE 01
BTC
EARLY SIGNAL
FIRST PRINCIPLES BET.
MODULE 02
200+
PEOPLE MANAGED
FULL P&L OWNERSHIP.
MODULE 03
47K
LINES OF TS
IN 10 DAYS. 0 ERRORS.
MODULE 04
$58K
SCHOLARSHIP
JHU DEAN'S AWARD.
SUBJECT: RUIPENG CAOCLASS: FOUNDER
Ruipeng Cao
FOCUS // BUILD SYSTEMS THAT SCALE INTELLIGENCE.
DOSSIER NOTES
> NOT INTERESTED IN ATTENTION.
> INTERESTED IN BUILDING LEVERAGE.
> SYSTEMS OVER HYPE.
> OWNERSHIP OVER OUTCOMES.
STATUS: BUILDING
CONFIDENTIAL
02
// FOUNDER PORTFOLIO

THE PATTERN

Before I knew what a market was, I was already trading one.

+EVIDENCE 01
AGE 10
CARD ARBITRAGE
C
U
R
UR
Bought random packs.
Sorted by scarcity.
Funded my snack budget.
+
BTC
✓
+
+EVIDENCE 02
AGE 16
BITCOIN
201320152017201920212023
Wrote a crypto business plan
in high school. Bought with savings.
Sold 2023.
+EVIDENCE 03
AGE 24
PULP FUTURES
COMMODITY FUTURES
NBSK Pulp1042.6+1.70%
CT1! Cotton81.35+1.27%
ZW1! Wheat540.2-1.10%
Tracked international futures
while competitors watched
local brokers.

"LUCK ISN'T REPEATABLE. PATTERN RECOGNITION IS."

DOSSIER NOTES
[01] SAME PATTERN.
[02] INCREASING SCALE.
[03] ASYMMETRIC INFORMATION.
03
THE FACTORY
// FOUNDER PORTFOLIO

200 PEOPLE.
FAILING BUSINESS.
ONE YEAR.

Took over a 200-person printing factory at 24.
Found broken processes and opaque procurement.
Rebuilt with AI systems I built myself —
pulp futures pricing, Heidelberg XL106
defect detection, factory-wide
management dashboard.

"THEN I AUTOMATED
MYSELF OUT OF IT."
MODULE 01
200+
PEOPLE MANAGED
MODULE 02
15-20%
PROCUREMENT EDGE
MODULE 03
AI QC
HEIDELBERG XL106
MODULE 04
SOP
FACTORY-WIDE SYSTEM
SUBJECT: PRINTING FACTORY TAKEOVER ID: MF-03-FACT-2026
Factory
200+ MANAGED
15-20% EDGE
AI QC DEPLOYED
FACTORY-WIDE SOP
FOCUS // HEIDELBERG XL106 — HIGH-VOLUME COMMERCIAL PRINTING
04
STATUS: DEPLOYED
NOW

VIDEO HARNESS

Turning unstable video models into repeatable production workflows.

TERMINAL 04VID_HARNESS_001
> harness.init()
> load_model("seedance_v2")
> director.plan(shots=6)
> artist.generate(parallel=true)
> editor.compose()
> ship();
// PRODUCTION, NOT PROMISES.
MODULE 01
47,179
LINES OF TYPESCRIPT
MODULE 02
273
COMMITS IN 10 DAYS
MODULE 03
0
TYPESCRIPT ERRORS
MODULE 04
58
REGISTERED TOOLS
MODULE 05
4
AI PROVIDERS
MODULE 06
93
CLI COMMANDS
+ ARCHITECTURE FLOW
TEXT
→
DIRECTOR
→
ARTIST ×3
→
QA GATE
→
EDITOR
→
MP4
METRICS VERIFIED. BUILD LOGS AVAILABLE. REF: VH_2026_05_04
REAL SYSTEM SCREENSHOTS // NOT MOCKUPS
VIDEO HARNESS v0.1.0 // CLI DASHBOARD CLAUDE SONNET 4.5 + SEEDANCE 2.0
Video Harness CLI — Model Stack, Run State, Proof Contract
MODEL STACK + RUN STATE + PROOF CONTRACT // PROOF-FIRST EXECUTION RUNTIME
LIVE WORKSPACE // 4x CLAUDE CODE + 灵 AI ASSISTANT CAPTURED: 2026-05-04
Real development workspace — 4 Claude Code terminals + Ling AI assistant
THIS IS HOW I BUILD // 4 PARALLEL AGENTS + AI COMPANION + REAL-TIME CODE REVIEW
灵 // AI CODING COMPANION BOND 27 // REAL-TIME REVIEW
REAL-TIME CODE REVIEW + BOND SYSTEM + CONTEXTUAL MEMORY
+ DOSSIER NOTES
NOT A WRAPPER.
NOT A DEMO.
A PRODUCTION SYSTEM
DEPLOYED ON AWS EKS.
BUILT FOR SCALE. SHIPPED FOR REAL.
05

273 COMMITS. 10 DAYS. NO TEAM.

COMMITS PER DAY
4
Apr 24
22
Apr 25
7
Apr 26
34
Apr 27
39
Apr 28
41
Apr 29
18
Apr 30
16
May 1
61
May 2
31
May 3
MILESTONES
Apr 24 ............ Core contracts
Apr 27 ............ Tool registry
Apr 28 ............ Multi-provider routing
May 2 .............. E2E video generation
May 3 ............... Production deployed to EKS
"EVALUATED 9 FRAMEWORKS ACROSS 20 DIMENSIONS. THEN BUILT MY OWN."
JHU CAREY BUSINESS SCHOOL
MS AI & ANALYTICS
$58K DEAN'S SCHOLARSHIP
OHIO STATE UNIVERSITY
BS OPERATIONS MANAGEMENT
MAGNA CUM LAUDE 3.68
MIRACLEPLUS S26
DEMO DAY JUNE 8, 2026
DELAWARE C-CORP