I first encountered the article during a late-night scroll through a crypto forum. It was titled with the kind of precision that reels in the desperate: “I Built a Bitcoin Buying System: At $64,000, the Lower the Score, the More I Buy.” My immediate reaction was not admiration but a quiet, familiar unease. In seven years of auditing smart contracts and building educational platforms in Nairobi, I have learned to recognize the architecture of false certainty. This was not a system. It was a narrative dressed in financial clothing, a story that traded the hard ethics of risk management for the seductive comfort of a rule. Today, I want to pull back the curtain on what such a “system” really represents—and why, in a bull market fueled by euphoria, we must learn to read the moral code behind every token, every strategy, every promise of control.
Context: The Allure of the Automated Self The crypto space is a magnet for those who seek order in chaos. When Bitcoin touched $64,000 in early 2024, a wave of fear and greed washed over retail investors. Enter the “buying system” — a personal rule set that promises to remove emotion from the most emotional of decisions. The author claims that at a price of $64,000, they assign a “score” to Bitcoin; the lower the score, the larger the purchase. The premise sounds rational: buy when fear is high, accumulate when others are weak. It is a variation of dollar-cost averaging, but with a twist of subjective scoring. On the surface, it whispers discipline. But beneath, it screams vulnerability.
To understand why, we must first strip away the language of innovation. This is not a blockchain protocol. There is no code audit, no decentralized governance, no tokenomics to analyze. It is a personal opinion, rendered in numbers. The “score” is a black box—no one knows how it is calculated, whether it considers on-chain metrics, technical analysis, or simply the author’s mood after a bad day. And yet, the article presents it as a repeatable system. This is where the danger begins: the conflation of a journal entry with an investment thesis. In my years running The Open Ledger, I taught students that a system must be transparent, testable, and resilient. The Bitcoin buying system fails all three tests.
Core: The Anatomy of a Broken System Let me dissect this strategy with the same rigor I applied to ERC-20 token standards back in 2017, when I spent six months auditing over 150 proposals and found critical edge cases that favored centralized validators. A system that cannot be audited is not a system—it is a prayer. Here are the three pillars of failure:
First, no exit strategy. The article describes only buying, never selling. It assumes an infinite horizon, a faith that Bitcoin will eventually rise above every purchase price. This is not investing; it is accumulation without purpose. In my own DeFi Library project, I mentored twenty young developers who learned that any trading strategy without a clear risk of loss is a gamble dressed in discipline. The author’s silence on stop-loss, take-profit, or rebalancing is deafening. It suggests an unshakable belief that the price will always recover—a belief that history has repeatedly punished.
Second, the radical asymmetry of risk. The core mechanism—“the lower the score, the more I buy”—is a textbook example of “lowering the average.” In a bull market, this feels smart. In a prolonged bear, it becomes a trap. Imagine the score drops to 10 because Bitcoin slides to $20,000. The system demands a massive buy. Now 80% of your portfolio is underwater, and you have no reserve to survive further drops. This is not dollar-cost averaging; it is a reverse pyramid scheme where the biggest bets are placed when the asset is weakest. I saw this pattern in the NFT Art Collective Exit, where investors piled into falling collections, driven by the false belief that lower prices guaranteed future gains. It ended in heartbreak.
Third, the missing data layer. A real system requires inputs that are objective and reproducible. What is the scoring methodology? Is it based on the MVRV ratio, the Puell Multiple, or the author’s breakfast mood? Without transparency, the strategy cannot be backtested, peer-reviewed, or improved. It exists only in the mind of its creator, and it changes when emotions change. I have seen the same problem in DAO governance: “code is law” only works when the code is public and upgrade rights are distributed. A private scoring system is effectively a centralized admin key—and we all know what happens when one person holds all the power.
Contrarian: The System as a Mirror of Our Desires Now, let me offer a contrarian view that may unsettle the faithful. Perhaps the system is not meant to be profitable. Perhaps it serves a deeper psychological purpose: to provide a sense of control in a market that offers none. The author might be less interested in returns than in the comfort of a ritual—a way to transform anxiety into action. In my experience as an evangelist for decentralization, I have learned that many “systems” are actually coping mechanisms. They allow us to feel rational when we are terrified. The scoring gives meaning to price movements that are otherwise random. The act of buying, repeated, becomes a meditation.
But this is where ethics enters the frame. When such a system is shared publicly, without disclaimers, without risk education, it crosses a line. It becomes a lure for others who are desperate for certainty. I have seen this happen with pseudo-quantitative strategies on Twitter, where anonymous accounts with no track record gain thousands of followers by posting “signals.” The followers do not question the lack of proof; they hunger for the feeling of being in on a secret. The Bitcoin buying system, even if well-intentioned, reinforces a dangerous narrative: that you can beat the market by following a simple rule, without understanding the underlying risks. As I wrote in my AI-Blockchain Ethics Charter, “Technology must serve human dignity, not human delusion.” This system serves delusion.
Takeaway: Building Libraries Where Others Build Empires So, what should we do? My answer, after a decade in this industry, is to shift focus from finding systems to building understanding. The best investment strategy is not a secret scoring algorithm—it is education. It is learning to read white papers, to audit smart contracts, to understand game theory. It is recognizing that every “system” is only as good as its assumptions, and that the only truly decentralized asset is knowledge.
I have built my career on the belief that we must preserve the human story in digital ledgers. That means teaching people to ask hard questions: What are the assumptions? What is the downside? Who benefits from this narrative? The Bitcoin buying system, for all its talk of discipline, is a narrative that benefits no one except the author’s ego. It is a library of one book, and the book is blank.
Let us walk away from the hype to find the soul. Let us trace the moral code behind every transaction. And let us remember that in a market of infinite complexity, the only system worth trusting is the one that can be broken down, examined, and rebuilt by everyone.
Ethics is not a feature; it is the foundation. Community over capital, always. Listening to the silence between the blocks.