Essays

Essays on education, AI, and human agency—examined from first principles, and everything else.

  • The Age of the Independent Builder

    The era of being a part of someone else's machine is finally over. It is time to build your own.

    I spent years trying to fix education from the inside. I built tools, I talked to deans, and I tried to find the "hero teachers" who could change things. But the system has an immune system. Every time you introduce a new idea, the institution finds a way to turn it into a standa...more

  • Learning at the Speed of Building

    We are moving from a world of "learning to build" to a world of "building to learn."

    For a century, education has been treated like a separate phase of life. We were told that we had to spend our first twenty years in a "waiting room," accumulating facts and skills just in case we might need them later. This is what I call Intellectual Debt. You borrow time from...more

    Education ReformAgency
  • Permissionless Leverage in the Age of Agents

    One person with a clear goal can now outbuild an entire 20th-century company.

    In 2023, I realized that trying to fix education from the inside was a losing game. The system has an "immune system" that turns every new idea into a standardized checkbox. I decided the only way forward was to build a new path outside the system and I called this initiative goa...more

  • The Proof of Work Protocol: Beyond the Degree

    The degree is a lagging indicator of compliance. The artifact is a leading indicator of agency.

    We are witnessing the largest destruction of human capital in history. The four year degree has become a $200,000 receipt for a map of a world that no longer exists. For a century, the degree served as the ultimate Signal. It was a way for a student to tell a company that they co...more

  • The Agentic Deep Move: From Tutors to Co-Builders

    AI does not respect the boundaries of a syllabus.

    By the spring of 2025, the energy at the AI Hub in Monterey had shifted. Every Wednesday night, our brainstorms moved away from the novelty of "chatting with data" toward the structural reality of agentic workflows. We stopped viewing AI as a conversationalist and started viewing...more

  • Unbundling the Product: The Schoolze Labs Pivot

    The future belongs to those who know when to unbundle and when to kill to evolve.

    In November 2024, I started a community at Hellodesk called the Founders Club . It wasn't intended to be a grand movement; it was a simple gathering of local Monterey founders who met every Wednesday to talk shop. At first, the conversations were about the typical 2010s-era SaaS...more

  • The Incentive Gap: Why Building Beats Collecting

    Real growth happens when you move from passive consumption to active creation.

    Most of what we call "education" is actually just a sophisticated form of hoarding. In the professional world, this usually manifests around the five-to-seven-year mark. You have collected the degree, the initial job titles, and a decent resume. But then, a plateau hits. To overc...more

  • Going Solo: Automating the Startup Operating System

    Transitioning to a solo-self model requires automation.

    The last several months have been a period of deep technical restructuring. Since moving away from the cohort model and operating without a core team at the end of 2023, I decided to go solo. My primary goal was to see if a single founder could maintain the velocity of a full tea...more

  • Why We Are Moving Beyond the Synchronized Cohorts

    True scale in education requires architecting autonomous systems, not managing more people..

    Permissionless Academy is changing. After running two cohorts, we have decided to move away from the fixed-date, synchronized model. We are transitioning to a mixed community mode that combines a continuous learning environment with periodic live sessions. This is the natural evo...more

  • Expanding Your Luck Surface Area: The Game-Changer You Didn't Know You Needed!

    We don't control when it "rains" luck, but we do control how much of it we catch.

    Expanding Your Luck Surface Area: The Game-Changer You Didn't Know You Needed!

    Note: This essay covers the core concepts we discussed during the second week of our current Permissionless Academy cohort. We’ve all heard the saying, “Luck is what happens when preparation meets opportunity.” It sounds smart, but it’s missing a huge piece of the puzzle. We usua...more

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  • The Eve of a New Journey: Permissionless Academy's First Cohort

    The Eve of a New Journey: Permissionless Academy's First Cohort

    Today is May 14, and the air is thick with anticipation. Tomorrow, we kick off the first cohort of Permissionless Academy, and the excitement is palpable. When we first conceptualized this academy, the aim was straightforward: empower young adults aged 18-24 to achieve financial...more

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  • The Genesis of Permissionless Academy: 21st Century Skills to Financial Independence

    We are finally hiring the core team that will carry the Permissionless Academy vision forward.

    The Genesis of Permissionless Academy: 21st Century Skills to Financial Independence

    The realization that quietly rewired my understanding of education is now moving from the page to the pavement. Since founding Schoolze in 2016, I have watched the education system remain stuck in a time warp. We built the tools for the future—focused on 21st-century skills—but t...more

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  • The New Beginning: From 21st-Century Skills to Permissionless Leverage

    After years trying to fix schools, I realized the answer is outside them.

    The New Beginning: From 21st-Century Skills to Permissionless Leverage

    Today is the first day of 2023, and I am sitting with a realization that has quietly rewired my entire understanding of education, work, and leverage. I spent years trying to change education from within. I built tools, I designed programs, and I sought "Hero Teachers." But the s...more

  • The Forcing Function: Why Curriculum Isn't About Learning

    Curriculum is an operational forcing function for standardization. The system is optimized for credentials, not skills.

    I spent years thinking curriculum was the problem. I believed that if we could just teach the right things in the right way, education would improve. But after seeing our 21CS skills platform collect digital dust while our fundraising tools thrived, I realized a deeper truth: cur...more

  • The Software Paradox: Why Amplification Isn’t Transformation

    Better tools only amplify the system you already have. Transformation needs to be approached from first principles.

    Let’s hop in the time machine and rewind to March 2020. I was all set to pitch our groundbreaking product, "21st Century Skills in Schools," to a school district in Utah.. This was the culmination of everything I had written about previously. The 6 Core Tenets, the pursuit of fin...more

  • Why Bottom-Up Education Reform Is Capped

    A teacher can change a classroom, but a classroom cannot change a district. Here is why.

    For the past several years, as we were building Schoolze and later 21CS, I believed in a specific kind of magic.. I believed that if we could just find enough "Hero Teachers," we could change education from the bottom up. I thought that if we gave the most innovative educators th...more

  • Why Real Change Can't Grow Inside Schools

    Real change cannot grow inside a system whose survival depends on the old model.

    Most people believe that big crises lead to big changes. We think that when a system is shocked, it will finally be forced to fix its long rooted problems. When the world stopped in early 2020, I was one of those believers. I thought the pandemic was the "great reset" for educati...more

  • Re-imagining the new school system for 21st century

    Real change cannot be funded or sustained by the very system it seeks to disrupt.

    Re-imagining the new school system for 21st century

    For the past several years, as we have been thinking a lot about 21t century skills and how a school should transition from academic focus to skill focus, a realization has dawned on me. Maybe the way we have been thinking about solving the problem isn’t all as easy as it looks....more

  • Transforming K12 by focusing on the Context

    If we fail to measure the right things, we will land up growing and making the wrong thing better.

    Transforming K12 by focusing on the Context

    If you hear someone say out loud “School Success,” what comes to your mind? Maybe a picture of a hustling and bustling school corridor where a bunch of students are walking around in neatly tucked school uniforms? Or a school lobby where an authoritative adult is walking with pri...more

    Education#Context#K12
  • A new way for schools to foster 21st-century skills among kids

    Future won’t reward obedience and conformity. But schools still teach for it.

    A new way for schools to foster 21st-century skills among kids

    As we reach the middle of 2020, it is clear the world has changed forever. The pandemic has left a mark on how we live, how we work, and how we teach our children. For years, we told students that if they follow the rules and get good grades, they will be successful. But as we lo...more

  • Better Ed-Tech Tools Don’t Make Better Schools

    Technology doesn't change systems; the rules of the game do. Here is why the "immune system" of education absorbs every innovation.

    Better Ed-Tech Tools Don’t Make Better Schools

    Most people believe that if you give a school better tools, you get a better school. We often hope that a new app or a better curriculum will be the key to helping children learn more. But after building tools for hundreds of schools over the last three years, I have found a mism...more

  • When We Finally Understood UX Was the Product

    We screwed up UX for years. A Bay Area product event opened us to pixie dust moments.

    I had a hard realization recently: for years, we've been screwing up the user experience without even realizing it. This hit me at a product event in the Bay Area. A notable product expert was talking about microinteractions, those tiny moments in a user's journey that make or br...more

  • K-12 School Success, 7 things we learned started Schoolze

    A deep dive into how Schoolze's current mission evolved over past 4 years!

    K-12 School Success, 7 things we learned started Schoolze

    Why am I writing this? Few months ago, I wrote about how a product demo to a group of international customers transformed Schoolze’s mission into a K-12 School Success Platform . Since then, I’ve been sleeping, eating, drinking, and dreaming about one question: What actually make...more

    SystemsSchoolze#K12#Context
  • The demo that transformed Schoolze’s mission

    How I presented a Schoolze demo to a chain of preschools - a dream come true opportunity and a not so dreamy outcome.

    The demo that transformed Schoolze’s mission

    A while back, I got invited to demo Schoolze to an international chain of preschools. One of those rare moments that, at the time, just feels exciting, but later you realize it quietly changed everything (even thought it didn't have a happy outcome back then). April 2016 The asso...more

  • Promoting Inclusion: Empowering Classroom Engagement

    A real classroom moment in 2016 reshaped how Schoolze approaches inclusive, accessible communication for every family.

    Promoting Inclusion: Empowering Classroom Engagement

    Strong family school communication is one of the most important predictors of student success. Yet in many classrooms, well-intentioned messages never fully reach home, not because parents don’t care, but because the format or language creates invisible barriers. Over the years,...more