TWINODE: Multi-Dimensional
Spatiotemporal Risk Simulation
We don't predict fate — we compute parameters. A target-year performance & system stress test engine, purpose-built for C-suite executives and founders.
Structure Determines
Probability
We reject the ambiguity of traditional metaphysics, reducing the underlying logic to the precise calculus of astronomy and statistics. Every decision parameter is built upon a verifiable mathematical model — not subjective conjecture.
True Solar Time Calibration: We do not rely on the crude approximation of standard time zones. Instead, we compute the actual solar time based on your precise longitude and latitude. This astronomical-grade temporal calibration ensures that every time-node parameter is synchronized with the true state of celestial mechanics.
High-Precision Geolocation Capture: Location is not merely a set of geographic coordinates — it is the positioning system of an energy field. Our system achieves four-decimal-place accuracy, ensuring every computation is grounded in your actual spatial coordinates, not an approximate city name.
Structure determines probability. When the foundational parameters are sufficiently precise, the system's predictive capability scales exponentially. This is not magic — this is mathematics.
Build in Public
We believe transparency is the foundation of trust. Below is TwiNode's complete technical architecture — every module has been battle-tested in production.
Deno-Core Backend
We hand-write HTTP directives to interface directly with astronomical databases, bypassing the inherent date-computation deficiencies of large language models. Every temporal node undergoes triple verification: Gregorian conversion, Julian Day calculation, and True Solar Time calibration.
No-Code Automation
Built on Make.com, our automation workflow handles the entire chain — from data ingestion and parameter computation to report generation and email delivery — with zero manual intervention. Every module is stress-tested to ensure stability under high-concurrency conditions.
Strategic Compiler
Transforms raw astronomical parameters into the language of business strategy. GPT-4o has been specifically trained to interpret terms such as "system overheating," "energy decay," and "structural risk" — and translate them into actionable strategic recommendations.
End-to-End Processing Pipeline
Report Preview
Below are the core modules of a TwiNode report. Every report is unique — because every individual's parameter set is distinct.
Executive DNA
Through precise computation based on birth time and geographic coordinates, we identify your core execution patterns. This is not a personality test — it is a mathematical mapping of structural energy distribution.
- Computed via True Solar Time calibration
- Geolocation corrected to four decimal places
- 90-day advance early warning mechanism
- McKinsey-grade strategic business lexicon
Our Core Values
We Do Not Offer Deterministic Guarantees
TwiNode is not a fortune-telling tool, nor is it a crystal ball for predicting the future. What we deliver is actuarial-grade parameter computation grounded in astronomy and statistics — not an absolute promise of outcomes.
The System Computes. You Decide.
Our role is to provide a high-precision risk map, identifying stress peaks and optimal execution windows across your timeline. The ultimate strategic decision-making authority, however, remains exclusively in your hands.
Free Will Is Non-Negotiable
Even when the system flags a given period as a "high-risk window," you retain full agency to initiate critical decisions at that juncture. We simply provide an additional analytical lens, ensuring you operate with a more complete information foundation when making your choices.
Transparency Is the Bedrock of Trust
We open-source our technical architecture and articulate the logic behind every computational step. You have the right to understand how the system operates, rather than being compelled to accept the conclusions of a black box. Build in Public is not merely our development philosophy — it is our covenant with every user.
We don't predict fate — we compute parameters.
The final choice is, and always will be, yours.
The Architect: GUANYING LIN
Founder, CEO & System Architect
My background was not forged in traditional computer science, but in environments where the margin of error is zero. From sniper scopes and Michelin-starred kitchens to scaling an eight-figure revenue business, the underlying truth is always the same: Systems fail when parameters are ignored. TWINODE is the digital culmination of economic logic, extreme standardization, and tactical precision.
Tactical Precision
Taiwan Military Sniper
Mastered the calculation of multi-dimensional environmental variables under extreme pressure. This discipline forms TWINODE's core algorithmic logic: calculate parameters first, execute decisions second.
Extreme Standardization
Premium Dining
3+ years in elite Michelin 1-Star (Taipei) and Two-Hat (Sydney) culinary teams. Architecting flawless execution and strict SOPs to ensure every data flow achieves maximum efficiency.
Commercial Validation
Economics & Scaling
Dropped out of Economics (National Taipei University) to bridge theory with real-world execution. Scaled a first business venture to an 8-figure (NTD) cumulative revenue before age 30, proving the ability to monetize complex systems.
The Founding Cohort
We are strictly selecting 20 visionary executives to pressure-test the TWINODE system before its public launch.
20 Exclusive Seats Only
Receive the full, unfiltered 24-page system stress test and structural probability report. No discounts. No gimmicks.
Asynchronous Calibration Protocol
Engage in a structured, one-time deep feedback loop with the system architect to refine the system's UI/UX and strategic execution.
V1.0 Full Audit Allocation
As a pioneer member, you will receive one complementary authorization to unlock a new target-year risk simulation when the official V1.0 system deploys.