It started with a door slamming open. My boss, Old Li, stormed into the conference room with a stack of requirement documents thick enough to break a table. His eyes were bloodshot. He was not here to discuss bugs.
“I want a universal engine!” he shouted. “One engine that runs e-commerce, financial transfers, particle collisions, chemical reactions. And you can’t change a single line of code — just swap a config file. If you can’t, you’re both going to be phone screen repairmen.”
I locked eyes with my colleague Xiao Feng. We both saw it: the impossible demand. But instead of panic, I felt a strange excitement. Because I had been reading about an ancient framework that might just work.
“Every business domain is the same topology, just different configuration.”
I drew a circle on the whiteboard and wrote two words: Meta Turing Machine. “In computer science, a Turing machine can simulate any computation. We need the same thing — a meta Turing machine with only four tables: a catalog of discrete building blocks, a continuous background grid, rules for adding and subtracting, and a ledger for settlement. All driven by JSONB configuration. It can simulate anything.”
Old Li scoffed. “Four tables for everything? You think an ‘order’ in e-commerce is the same as a ‘proton’ in physics?”
“Yes,” I said. “In the Tai Chi framework, both are discrete entities on the real axis. The API traffic in e-commerce and the electromagnetic field in physics? Both are continuous fields on the imaginary axis. The act of ordering and the act of collision? Both are algebraic settlements between real and imaginary. The topology is the same.”
I could see the gears turning in his head. “But what about conservation? E-commerce needs double-entry bookkeeping, physics needs energy conservation, chemistry needs mass conservation.”
I drew a balance scale. “Double-entry bookkeeping is actually the simultaneous compensation of space-time exchange. Debit and credit are the cause-effect and conservation laws of the universe. The bottom line of conservation is a constant — in Tai Chi, we call it 6π⁵. Every system’s error message ‘books don’t balance’ is just a sign that its topological stress has dropped below that survival threshold.”
“The five elements are not mystical — they’re a Jacobian matrix with nonlinear feedback loops.”
Old Li was quiet for a moment. Then he slammed the table. “Fine! But systems evolve! Chemical reactions oscillate, ecosystems collapse. How do four tables simulate dynamic evolution?”
I drew a five-pointed star. “That’s where the five elements cycle comes in. Five parameters: water (deviation), wood (connection rate), fire (gap), earth (survival baseline), metal (interlocking degree). They form a closed loop: water nurtures wood, wood nurtures fire, fire nurtures earth, earth nurtures metal, metal nurtures water. And there’s a restraining cycle that acts as negative feedback. Together, they create a nonlinear self-exciting oscillation — a Jacobian matrix that can simulate any dynamic system, from chemical reactions to market crashes.”
Old Li stared at the whiteboard, then at me. “Code. Show me code. If you can run e-commerce and particle collisions with this, I’ll believe you. Otherwise, you’re fixing screens.”
I opened PyCharm. “Watch me run 50 lines of code that unify all your business lines.”
Back at my desk, I explained to Xiao Feng: “The meta Turing machine uses four tables. The building blocks are discrete (real axis). The background grid is continuous (imaginary axis). The construction rules are the algebraic exchange. The settlement ledger keeps the balance. The five-element cycle drives evolution. We configure it with JSONB — no code changes.”
Xiao Feng wrote the code. We ran e-commerce order flow. It worked. Then we swapped the config to simulate particle collisions. It worked. The same 50 lines, different JSON.
I posted the results in the group chat. “Old Li, the meta Turing machine has verified your requirement. Four tables, JSONB configuration, zero code changes. E-commerce and particle physics, unified. The five-element simulation shows the nonlinear oscillation of the system. Now, do you still think a universal engine is ‘mystical philosophy’?”
Silence. Five minutes. Then Old Li’s voice message came through, trembling: “I… I’m convinced. Ten years I’ve been trying to build this. You did it with a meta Turing machine and the five elements. Next week, I want to see it run chemical molecular reactions. Or you’re fixing screens.”
I smiled. The impossible demand had been crushed by code and ancient wisdom. But more importantly, I realized something about product management.
“The best abstraction is not a new framework — it’s recognizing that every complex system is the same story, told with different nouns.”
As product managers, we’re trained to build specialized systems for every domain. E-commerce needs an order system, finance needs a transaction system, physics needs a simulation system. Thousands of lines of code, all repeating the same logic of resource flow and conservation settlement.
The ancient Chinese understood this long before us. They saw that all complex systems are configurations of the same underlying engine. The five elements are not five materials — they are five dimensionless topological parameters. The birth and restraint cycles are not mystical — they are a Jacobian matrix.
This is the core of abstract architecture design: distill the universal logic from specific businesses, then use that universal logic to solve specific problems. It’s the superpower of the best product managers.
Next week, we’ll tackle chemical reactions. And I already know the framework will hold. Because the universe runs on the same four tables.
FAQ
Q: How can only four tables possibly simulate all business domains?
A: The four tables represent universal primitives: discrete objects, continuous fields, connection rules, and settlement ledgers. Every domain—from e-commerce orders to particle collisions—uses the same primitives, just with different values. The JSONB configuration maps domain-specific concepts to these primitives. This is the same principle that makes Turing machines universal: a simple table of rules can simulate any computation.
Q: What's the practical first step to implement this in my company?
A: Stop building separate systems for each business line. Instead, identify the building blocks (resources), the continuous fields (flows, environments), the connection rules (how resources interact), and the settlement ledger (conservation laws). Then design a single database schema with those four tables and a JSONB column for domain-specific configuration. Start with one domain, prove it works, then add more domains by only changing the config.
Q: Isn't this just an overcomplicated way to use ancient philosophy for modern problems?
A: The opposite. The Tai Chi framework is not philosophy—it's a mathematical model of system evolution. The five elements are dimensionless parameters that form a Jacobian matrix. The birth and restraint cycles are nonlinear feedback loops. It's actually more rigorous than many modern modeling approaches because it forces you to think about conservation laws and topological constants. The 'ancient' label is a distraction; the math is universal.