Founders and the Super-Individual
AI multiplies solo capability tenfold; "super-individual" is no longer rhetoric—it is the new basic unit of entrepreneurship. This collection gathers my observations and notes on Builder mindset, tools and implementation, and organizational evolution, totaling 19 articles.
Builder Mindset
Entrepreneurship is not about companies—it is about how individuals choose to respond to their time.
-
The Design Origins and Development Journey of Builder's Scorecard
The development record of Builder's Scorecard—from seeing Lucy Chen's VC investment scoring framework to adapting it into a product self-assessment tool that any builder can use. The complete journey through design decisions, framework restructuring, market reconnaissance, and AI-collaborative development.
-
Refuse to Be a Noisy Follower: Survival Choices of Five Industry Roles
Industrial ecosystems consist of five roles: builders, traders, investors, commentators, and followers. Media cares about traffic, traders care about volatility—blindly following their emotions only leads to loss of judgment. Young people should choose to become builders who get their hands dirty, defining their value through creation rather than consumption.
-
Why Greatness Cannot Be Planned: The Stepping Stones Model and the True Trajectory of Entrepreneurship
Goal-oriented thinking is a trap. Kenneth Stanley and Joel Lehman's 'Why Greatness Cannot Be Planned' reveals a counterintuitive truth: from microwaves to GPUs, from Mozart to Kodak, all world-changing discoveries were born in the process of pursuing interests, not predetermined goals. Paul's entrepreneurial journey—from iShelly to nvesto to our AI platform—perfectly validates the Stepping Stones model.
-
You're Not Losing Because of Cognition, You're Losing Because You're Already Scared Before You Begin
Most people's failures aren't due to losing in cognition, but to psychological exhaustion before taking action. Fear is an outdated survival program, not a real situation. Demystifying the strong, starting rough, mental independence—three breakthrough operations, from personal psychology to the minimum viable loop of circular economy. Correction in motion is a hundred times more effective than planning in stasis.
-
Breaking Through the AI Storm: Building Your Personal Strategic Advantage Map
The AI wave isn't an elimination tournament—it's a repositioning game. True competitiveness doesn't lie in mastering more tools, but in clearly defining your role coordinates. Rather than chasing technological speed, rebuild your personal strategy map and establish sustainable advantages amid change.
-
The Discipline of a Slash Career: The Other Side of Freedom is Stricter Self-Management
Slash careers appear to liberate people, but they actually demand stricter discipline than traditional employment. When external order disappears, you must become your own boss, your own HR, your own disciplinarian. From time management to energy management to attention management, the three thresholds of slash careers reveal a harsh truth: freedom was never the opposite of discipline—freedom is the fruit of discipline.
-
Traffic is More Than Currency: Social Roles and Responsibilities Behind Influence
Traffic has more forms than just currency—it's the quantification of trust relationships. When non-profit leaders or knowledge disseminators forcibly commercialize their influence for profit, persona collapse and trust bankruptcy become inevitable consequences. True influence comes from role consistency, refusing to let the stench of money dilute your social standing.
-
Thinking in the Post-Code Era: When Taste Becomes Humanity's Key Competitive Advantage
When AI drives the cost of coding toward zero, code itself is no longer scarce—what becomes scarce is the judgment to know what to write. This judgment has a more precise name: taste. Taste isn't vague aesthetic preference, but the ability to discern 'what's worth creating' among infinite options. It emerges from cross-disciplinary experience, contextual sensitivity, and the courage to say 'no.' In the post-code era, taste is humanity's last irreplaceable advantage.
Tools and Implementation
From planning to execution, with the right tools, one person can do the work of ten.
-
AI Agent Planning Guide: From Pitfalls to Replicable Framework
Before implementing AI Agents, you must clearly define positioning and boundaries, or they easily devolve into uncontrollable black boxes. From OneUp auto-posting to debate engines to our AI platform monitoring, every pitfall I've encountered points to the same thing: modularity, traceability, and starting small. This article presents five implementation principles I've distilled from real-world experience.
-
4/29 GitHub Cut Me Off: Engineering Log of Two Weeks Rebuilding Five-Layer Resilience Architecture
On 4/29/2026, my GitHub account was suspended without warning—no reason, no notice. My entire writing, deployment, and CI pipeline went down instantly. This article breaks down the five-layer resilience architecture rebuilt over two weeks: local-first writing, Codeberg + GitLab + Cloudflare R2 triple SSoT, bypassing GitHub Actions to push directly to Cloudflare Pages, contract testing + chaos engineering, and Chat/Cowork/Code three-mode AI session collaboration, while demonstrating why resilient systems must be Human in the Loop, and why the 'Judgment Economy' is rising.
-
System vs. Intuition: The Cognitive Construction Behind Business Planning
Human cognition's System 1 (intuition) makes us fast but crude, while System 2 (rational thinking) makes us precise but uncomfortable. Teaching students to build business websites revealed a harsh truth: most people would rather stay in intuition's comfort zone than engage in truly demanding structured thinking. But business logic always requires System 2.
Organization and Management
Organizations are containers that amplify individuals—but when the container is poorly designed, what gets amplified is anxiety.
-
Breaking Through Organizational Rigidity: Business Development as Silo-Breaking
Organizational rigidity stems from information opacity caused by excessive division of labor. True business development is not just sales, but serving as a translator across boundaries, requiring coordination of various gaps from a higher dimension. The silo effect isn't solved by tearing down walls, but by having people who enable information flow.
-
The Labor Pains of Full Dilation: Why Digital Transformation Always Ends in Failure
Digital transformation is a process as painful as labor, yet most companies declare death before successful delivery. Mindset transformation, talent gaps, and covert sabotage by power structures—these three mountains make transformation the cruelest test for enterprises.
-
The Brutal Truth About Remote Work: Online Collaboration That Tests Human Nature
Most people treat remote work flexibility as a free lunch, but true remote collaboration requires stricter management mechanisms than office work. Human nature shouldn't be underestimated: freedom without structural constraints ultimately devolves into pretending to be productive while spinning wheels. Work records, progress milestones, project minimization, flexible assignment—these four pillars support the freedom of remote work.
-
Digital Collaboration Through Cycling Tracks: The Era When No Company Can Go It Alone
A 62-kilometer ride along the North Coast, from GPS recording to 3D trajectory video, mobilized hardware and software services from more than five multinational companies. This isn't a tech demo—it's the most profound paradigm shift in the business world: collaboration is no longer an option, but a prerequisite for survival.
-
Emotions Are Not a Personal Matter: Why Should EQ Be at the Core of Group Education?
EQ is misunderstood as personal cultivation, but its essence is a survival skill evolved through group interaction. When education overemphasizes individual development, children lose opportunities for compromise and empathy in teams. True emotional intelligence can only grow in environments 'with others.'
-
The End of the Lone Wolf: Team Building Lessons from Triathlon Competition
Triathlon relay perfectly embodies the meaning of modern group education: a group of people encouraging each other toward a common goal, where one person's withdrawal means total failure. In an era of diploma devaluation, the ability to identify problems, utilize resources, and collaborate with others is more important than any academic credential. Sports is the most underestimated battlefield for implementing group education.
-
Jensen Huang's Three-Layer Warning: AI is Not Just a Tool, But a Mirror of Human Thinking
Jensen Huang advises students to 'learn AI'—this isn't just career advice, but a structural response to intelligent civilization. AI is a mirror of thinking, forcing us to sharpen our logic and questioning abilities. AI collaboration will become the basic entry ticket to the workplace. And the essence of education must shift from knowledge transmission to cultivating the ability to dialogue with intelligence.
-
If I Were a Student, I Would Learn AI: The Civilizational Shift Behind Jensen Huang's Statement
NVIDIA CEO Jensen Huang has stated in multiple public occasions that if he were a student again, his first choice would be to learn AI. Behind this statement lies not just an assessment of industry trends, but hints at a fundamental shift in educational paradigm—from knowledge memorization to human-machine collaboration, from tool operation to problem design. When AI becomes everyone's collaborator, 'knowing how to ask questions' will replace 'knowing the answers' as the core competitive advantage.