> ## Content Index
> Fetch the complete content index at: https://www.antoinebuteau.com/llms.txt
> Use this file to discover other available public pages before exploring further.

# Lessons from Nadia Eghbal
- URL: https://www.antoinebuteau.com/lessons-from-nadia-eghbal/
- Published: 2026-05-29T01:35:39.000Z
- Updated: 2026-07-18T21:58:08.000Z
- Description: Nadia Eghbal examines the social and economic infrastructure of the internet, especially invisible labor sustaining open-source software. Her work asks how individuals navigate power, find funding, and maintain digital systems while the surrounding rules keep changing.
- Author: Antoine Buteau
- Tags: Profile, Science & Technology Thinkers Profiles

![Visual summary of operating lessons from Nadia Eghbal.](https://www.antoinebuteau.com/content/images/2026/05/lessons-from-nadia-eghbal-profile-infographic.webp)

## Lessons from Nadia Eghbal

Nadia Eghbal writes about the social and economic plumbing of the internet, specifically the invisible labor that keeps open-source software running. Her work tracks how individuals navigate power and find funding in a digital landscape that is constantly rewriting its own rules.

### Part 1: Digital Infrastructure and the Commons

1. **On Digital Infrastructure:** "Most of us take opening a software application for granted, the way we take turning on the lights for granted; we don’t think about the human capital necessary to make that happen." — [*Source: Roads and Bridges: The Unseen Labor Behind Our Digital Infrastructure*](https://www.fordfoundation.org/work/learning/learning-resources/roads-and-bridges-the-unseen-labor-behind-our-digital-infrastructure/?ref=antoinebuteau.com)
2. **On the Commons Paradox:** "Open source code is a public good—non-excludable and non-rivalrous—but the attention required to maintain it is a finite, depletable resource." — [*Source: Working in Public (Stripe Press)*](https://stripe.press/working-in-public?ref=antoinebuteau.com)
3. **On Invisible Labor:** "Digital infrastructure is 'unseen' precisely because it works; it only becomes visible to the public during a catastrophic failure like the Heartbleed bug." — [*Source: Roads and Bridges (Ford Foundation)*](https://www.fordfoundation.org/work/learning/learning-resources/roads-and-bridges-the-unseen-labor-behind-our-digital-infrastructure/?ref=antoinebuteau.com)
4. **On Structural Fragility:** "The mystery is not that a few overworked volunteers missed a critical bug; the mystery is that it doesn’t happen more often given how much we rely on them." — [*Source: Roads and Bridges (Ford Foundation)*](https://www.fordfoundation.org/work/learning/learning-resources/roads-and-bridges-the-unseen-labor-behind-our-digital-infrastructure/?ref=antoinebuteau.com)
5. **On the Cost of Sharing:** "Sharing code turned out to be cheaper and more efficient than building proprietary silos, but this efficiency shifted the burden from companies to individual maintainers." — [*Source: Roads and Bridges (Ford Foundation)*](https://www.fordfoundation.org/work/learning/learning-resources/roads-and-bridges-the-unseen-labor-behind-our-digital-infrastructure/?ref=antoinebuteau.com)
6. **On Public Goods:** "The story of open source software is one of the great modern-day triumphs of the public good, achieved not by altruism but by people solving their own problems." — [*Source: Roads and Bridges (Ford Foundation)*](https://www.fordfoundation.org/work/learning/learning-resources/roads-and-bridges-the-unseen-labor-behind-our-digital-infrastructure/?ref=antoinebuteau.com)
7. **On Institutional Neglect:** "Governments and corporations often fail to recognize open source as infrastructure, leaving the foundation of the global economy to be supported by hobbyists." — [*Source: Roads and Bridges (Ford Foundation)*](https://www.fordfoundation.org/work/learning/learning-resources/roads-and-bridges-the-unseen-labor-behind-our-digital-infrastructure/?ref=antoinebuteau.com)
8. **On Global Dependencies:** "Open up your phone—your social media, your news, your bank—they are all using free and public code that requires constant upkeep." — [*Source: Roads and Bridges (Ford Foundation)*](https://www.fordfoundation.org/work/learning/learning-resources/roads-and-bridges-the-unseen-labor-behind-our-digital-infrastructure/?ref=antoinebuteau.com)
9. **On the Foundation Gap:** "The cracks in our digital foundation are not obvious right now, but they are widening as startup speed outpaces infrastructure support." — [*Source: Roads and Bridges (Ford Foundation)*](https://www.fordfoundation.org/work/learning/learning-resources/roads-and-bridges-the-unseen-labor-behind-our-digital-infrastructure/?ref=antoinebuteau.com)

### Part 2: The Evolution of Open Source Models

1. **On the Stadium Model:** "Most modern open source projects look like a stadium: a few players on the field performing for millions of fans in the stands who don't actually help." — [*Source: Working in Public (Stripe Press)*](https://stripe.press/working-in-public?ref=antoinebuteau.com)
2. **On the Club Model:** "The original vision of open source was a 'club' where every user was also a potential contributor, but this model doesn't scale to projects with millions of users." — [*Source: a16z Podcast*](https://a16z.com/podcast/working-in-public/?ref=antoinebuteau.com)
3. **On Transaction Costs:** "GitHub transformed open source by lowering the transaction costs of contribution so much that code became as easy to 'retweet' as a thought." — [*Source: Working in Public (Stripe Press)*](https://stripe.press/working-in-public?ref=antoinebuteau.com)
4. **On Federations:** "Projects like Linux or Rails are 'Federations'—rare ecosystems where high user growth is actually matched by high contributor growth." — [*Source: Working in Public (Stripe Press)*](https://stripe.press/working-in-public?ref=antoinebuteau.com)
5. **On Participatory Myths:** "Open source code is public, but it doesn’t have to be participatory; maintainers often buckle under excess demand for their attention." — [*Source: Working in Public (Stripe Press)*](https://stripe.press/working-in-public?ref=antoinebuteau.com)
6. **On the 95/5 Rule:** "In over 85% of projects, less than 5% of developers are responsible for over 95% of the code and social interactions." — [*Source: Working in Public (Stripe Press)*](https://stripe.press/working-in-public?ref=antoinebuteau.com)
7. **On the Shift to Consumerism:** "We have moved from a world where software was built by its users to a world where software is consumed by users who expect professional support for free." — [*Source: Software Engineering Daily*](https://softwareengineeringdaily.com/2020/08/17/working-in-public-with-nadia-eghbal/?ref=antoinebuteau.com)
8. **On Code as Content:** "Code is increasingly treated like content; it is copied and pasted without the user ever knowing or caring who the creator was." — [*Source: Working in Public (Stripe Press)*](https://stripe.press/working-in-public?ref=antoinebuteau.com)
9. **On the One-Way Mirror:** "Open source is moving toward a 'one-way mirror' model: the code is public for everyone to see, but the development process is becoming private." — [*Source: Working in Public (Stripe Press)*](https://stripe.press/working-in-public?ref=antoinebuteau.com)
10. **On Project Toys:** "Many projects start as 'toys'—personal experiments that accidentally become critical infrastructure, trapping the creator in a role they didn't want." — [*Source: Working in Public (Stripe Press)*](https://stripe.press/working-in-public?ref=antoinebuteau.com)

### Part 3: The Economy of Attention and Burnout

1. **On Attention Scarcity:** "The real cost of open source isn't the code—which has zero marginal cost to distribute—it's the maintainer's finite attention." — [*Source: Working in Public (Stripe Press)*](https://stripe.press/working-in-public?ref=antoinebuteau.com)
2. **On the Parasocial Burden:** "Maintainers have a parasocial relationship with their users; thousands of people feel they 'know' the creator and are entitled to their time." — [*Source: The North Star Podcast*](https://perell.com/podcast/nadia-eghbal-working-in-public/?ref=antoinebuteau.com)
3. **On the Christmas Lights Analogy:** "The problem with your Christmas lights isn't people driving by to see them; it's when they knock on your door to ask how you wired them." — [*Source: Working in Public (Stripe Press)*](https://stripe.press/working-in-public?ref=antoinebuteau.com)
4. **On Extractive Contributions:** "A bug report or a low-quality pull request is often an 'extractive' contribution that costs the maintainer more energy to review than it adds in value." — [*Source: Working in Public (Stripe Press)*](https://stripe.press/working-in-public?ref=antoinebuteau.com)
5. **On Reputation as a Battery:** "Reputation is like a battery for creators; they charge it by shipping work and drain it by dealing with the noise of an audience." — [*Source: Working in Public (Stripe Press)*](https://stripe.press/working-in-public?ref=antoinebuteau.com)
6. **On the Maintainer’s Dilemma:** "In the absence of financial benefits, maintaining code for the general public quickly becomes an unpaid job you can’t quit." — [*Source: Roads and Bridges (Ford Foundation)*](https://www.fordfoundation.org/work/learning/learning-resources/roads-and-bridges-the-unseen-labor-behind-our-digital-infrastructure/?ref=antoinebuteau.com)
7. **On Boundaries:** "Communities are meaningful only when we make boundaries around them; if everyone is a member, the sense of identity and shared responsibility vanishes." — [*Source: Means of Creation*](https://meansofcreation.substack.com/p/nadia-eghbal-on-the-economics-of)
8. **On User Entitlement:** "Users often treat open-source maintainers like they are a service provider, despite never having paid a cent for the software." — [*Source: Working in Public (Stripe Press)*](https://stripe.press/working-in-public?ref=antoinebuteau.com)
9. **On the Bystander Effect:** "In large projects, the 'stadium' audience assumes someone else will fix the bug, leading to a total lack of help despite massive usage." — [*Source: Working in Public (Stripe Press)*](https://stripe.press/working-in-public?ref=antoinebuteau.com)

### Part 4: Digital Labor and the Craft of Maintenance

1. **On Puppies vs. Dogs:** "Creation is like getting a puppy—it's fun and exciting. Maintenance is like taking care of the dog for the next fifteen years; it's a daily responsibility." — [*Source: Working in Public (Stripe Press)*](https://stripe.press/working-in-public?ref=antoinebuteau.com)
2. **On Goodwill Hunting in Reverse:** "Running a successful open source project is like *Goodwill Hunting* in reverse: you start as a respected genius and end as a janitor fighting with strangers." — [*Source: The North Star Podcast*](https://perell.com/podcast/nadia-eghbal-working-in-public/?ref=antoinebuteau.com)
3. **On the Tourist Analogy:** "Casual contributors are like tourists visiting a city; we shouldn't expect them to participate in governance just because they are passing through." — [*Source: Software Engineering Daily*](https://softwareengineeringdaily.com/2020/08/17/working-in-public-with-nadia-eghbal/?ref=antoinebuteau.com)
4. **On the Status of Creation:** "Society rewards 'first-copy' creation with high status, while systematically undervaluing the 'janitorial' work of maintenance." — [*Source: Working in Public (Stripe Press)*](https://stripe.press/working-in-public?ref=antoinebuteau.com)
5. **On Software as a Living Object:** "Software is not a static object like a book; it is a living thing that requires constant refactoring to stay relevant in a changing environment." — [*Source: Working in Public (Stripe Press)*](https://stripe.press/working-in-public?ref=antoinebuteau.com)
6. **On Keystone Species:** "Maintainers are the keystone species of the digital ecosystem; they are small in number but their removal would cause the entire system to collapse." — [*Source: Roads and Bridges (Ford Foundation)*](https://www.fordfoundation.org/work/learning/learning-resources/roads-and-bridges-the-unseen-labor-behind-our-digital-infrastructure/?ref=antoinebuteau.com)
7. **On Creator Attention as Currency:** "In the age of information abundance, the most valuable currency is no longer the content itself, but the attention of the person who curates it." — [*Source: a16z Podcast*](https://a16z.com/podcast/working-in-public/?ref=antoinebuteau.com)
8. **On the Freedom from People:** "Freedom of code includes freedom from the people who made it, yet modern users are increasingly dependent on the specific maintainer's whim." — [*Source: Working in Public (Stripe Press)*](https://stripe.press/working-in-public?ref=antoinebuteau.com)
9. **On High-Stakes Volunteering:** "If you're a volunteer maintainer and a critical system goes down, everyone expects you to fix it immediately, making the 'hobby' higher stakes than a job." — [*Source: Software Engineering Daily*](https://softwareengineeringdaily.com/2020/08/17/working-in-public-with-nadia-eghbal/?ref=antoinebuteau.com)
10. **On the Labor of Refactoring:** "The most important work in software is often the invisible work of deleting code and simplifying systems, which earns no public applause." — [*Source: Working in Public (Stripe Press)*](https://stripe.press/working-in-public?ref=antoinebuteau.com)

### Part 5: Independent Research and Idea Machines

1. **On Idea Machines:** "An Idea Machine is a self-sustaining organism containing all the parts needed to turn abstract ideologies into real-world outcomes." — [*Source: nadia.xyz - Idea Machines*](https://nadia.xyz/idea-machines?ref=antoinebuteau.com)
2. **On the Anatomy of Action:** "The flow of an Idea Machine is: Ideology → Community → Agenda → Funding → Outcomes." — [*Source: nadia.xyz - Idea Machines*](https://nadia.xyz/idea-machines?ref=antoinebuteau.com)
3. **On Effective Altruism:** "Effective Altruism is the blueprint for a modern Idea Machine because it successfully coupled a rigorous ideology with a massive funding apparatus." — [*Source: nadia.xyz - Idea Machines*](https://nadia.xyz/idea-machines?ref=antoinebuteau.com)
4. **On Arming the Rebels:** "Idea Machines are community-centric; they succeed by distributing capital to a decentralized network of people already aligned with the mission." — [*Source: nadia.xyz - Idea Machines*](https://nadia.xyz/idea-machines?ref=antoinebuteau.com)
5. **On Philanthropic Pluralism:** "If you are pro-pluralism in startups, you should be pro-pluralism in philanthropy; we need a competition of many different 'Idea Machines'." — [*Source: Dwarkesh Podcast*](https://www.dwarkeshpatel.com/p/nadia-asparouhova?ref=antoinebuteau.com)
6. **On Funding as a Catalyst:** "Without the presence of a funder, a community is just a community; capital is the energy that turns a social group into a machine." — [*Source: nadia.xyz - Idea Machines*](https://nadia.xyz/idea-machines?ref=antoinebuteau.com)
7. **On Instrumental vs. Expressive Giving:** "The tension in philanthropy is between 'instrumental' giving (focused on efficiency) and 'expressive' giving (focused on a donor's vision for the world)." — [*Source: Dwarkesh Podcast*](https://www.dwarkeshpatel.com/p/nadia-asparouhova?ref=antoinebuteau.com)
8. **On Spend-Down Foundations:** "The new tech elite prefers to 'spend down' their fortunes within their lifetimes to avoid the institutional capture and drift of perpetual foundations." — [*Source: Dwarkesh Podcast*](https://www.dwarkeshpatel.com/p/nadia-asparouhova?ref=antoinebuteau.com)
9. **On the Researcher as Ethnographer:** "True research is not just reading papers; it’s an ethnographic study of how people actually use tools vs. how they are 'supposed' to work." — [*Source: nadia.xyz - Projects*](https://nadia.xyz/?ref=antoinebuteau.com)

### Part 6: Software as a Cultural Force

1. **On Tech as Culture:** "Tech is better defined as a culture or a way of thinking than as a business industry." — [*Source: nadia.xyz - The New Tech Elite*](https://nadia.xyz/tech-elite?ref=antoinebuteau.com)
2. **On the Meritocratic Elite:** "The tech elite are meritocratic—gaining wealth through talent—but all meritocratic elites eventually face the challenge of turning into aristocratic ones." — [*Source: nadia.xyz - The New Tech Elite*](https://nadia.xyz/tech-elite?ref=antoinebuteau.com)
3. **On Being Basic as a Virtue:** "In an environment of constant intellectual extraction, 'being basic' becomes a status symbol that signals you haven't had to think for a day." — [*Source: nadia.xyz - Being basic as a virtue*](https://nadia.xyz/basic?ref=antoinebuteau.com)
4. **On Shamelessness as a Strategy:** "Shamelessness has become a dominant strategy in public life; blatantly defying social norms often backfires on critics by amplifying the transgressor’s signal." — [*Source: nadia.xyz - Shamelessness as a strategy*](https://nadia.xyz/shamelessness?ref=antoinebuteau.com)
5. **On the Idea Coal Mine:** "Silicon Valley is a coal mine for ideas; developers have their faces smeared with coal dust from the effort of constant extraction." — [*Source: nadia.xyz - Being basic as a virtue*](https://nadia.xyz/basic?ref=antoinebuteau.com)
6. **On the "God-Drug" Effect:** "Successful ideas act like a 'god-drug' on their creators; once an idea takes off, the creator is forced to keep delivering it to the audience." — [*Source: nadia.xyz - The Tyranny of Ideas*](https://nadia.xyz/tyranny-of-ideas?ref=antoinebuteau.com)
7. **On Humans as Hosts:** "We are not the masters of our ideas; we are just the hosts that ideas infect and use to play around in the world." — [*Source: nadia.xyz - The Tyranny of Ideas*](https://nadia.xyz/tyranny-of-ideas?ref=antoinebuteau.com)
8. **On the Geeks Winning:** "The geeks won—software is now the infrastructure of the world—but we haven't yet figured out the social structures to support that victory." — [*Source: The North Star Podcast*](https://perell.com/podcast/nadia-eghbal-working-in-public/?ref=antoinebuteau.com)
9. **On Reputation as a List of Afflictions:** "Reputation is just the aggregation of ideas that have swarmed your body; it is a list of your chronic afflictions." — [*Source: nadia.xyz - The Tyranny of Ideas*](https://nadia.xyz/tyranny-of-ideas?ref=antoinebuteau.com)
10. **On the Global Democracy Myth:** "I don't want to be part of a faceless global democracy; human interest comes from the boundaries that make us different." — [*Source: Means of Creation*](https://meansofcreation.substack.com/p/nadia-eghbal-on-the-economics-of)

### Part 7: Antimemetics and Information Dynamics

1. **On Antimemetics:** "An antimeme is a self-censoring idea—something that is deeply consequential but people feel an intuitive resistance to sharing." — [*Source: nadia.xyz - Antimemetics*](https://nadia.xyz/antimemetics?ref=antoinebuteau.com)
2. **On the Dark Forest Internet:** "The public internet has become a funhouse mirror of shallow virality, driving the most important intellectual labor into private 'whisper networks'." — [*Source: nadia.xyz - Antimemetics*](https://nadia.xyz/antimemetics?ref=antoinebuteau.com)
3. **On Intellectual High Fiber:** "Antimemes are 'high-fiber' ideas—dense and difficult to digest—compared to the 'simple sugars' of viral memes." — [*Source: nadia.xyz - Antimemetics*](https://nadia.xyz/antimemetics?ref=antoinebuteau.com)
4. **On the Cost of Social Exposure:** "We suppress important truths because we fear they will harm our network; sharing a taboo truth is socially expensive." — [*Source: nadia.xyz - Antimemetics*](https://nadia.xyz/antimemetics?ref=antoinebuteau.com)
5. **On Whisper Networks:** "Group chats and DMs are the new 'neighborhoods' where high-trust conversations happen away from the noise of the feed." — [*Source: nadia.xyz - Antimemetics*](https://nadia.xyz/antimemetics?ref=antoinebuteau.com)
6. **On Transmissibility vs. Impact:** "Existential risks spread instantly because they allow tribal signaling, but deep truths about human nature die because they are 'antimemetic'." — [*Source: nadia.xyz - Antimemetics*](https://nadia.xyz/antimemetics?ref=antoinebuteau.com)
7. **On the Shadow Ecosystem:** "We are surrounded by 'dark matter'—important ideas that exist but are never discussed in public because the tools are optimized for clicks." — [*Source: nadia.xyz - Antimemetics*](https://nadia.xyz/antimemetics?ref=antoinebuteau.com)
8. **On Idea Virality:** "A meme is designed to be shared; an antimeme is an idea that people find compelling but feel they shouldn't repeat." — [*Source: nadia.xyz - Antimemetics*](https://nadia.xyz/antimemetics?ref=antoinebuteau.com)
9. **On Cognitive Biases as Antimemes:** "Deep understanding of our own biases is an antimeme because it’s uncomfortable to admit we aren’t the rational actors we claim to be." — [*Source: nadia.xyz - Antimemetics*](https://nadia.xyz/antimemetics?ref=antoinebuteau.com)

### Part 8: Individual Agency and the Future of Work

1. **On the Era of Maintenance:** "In the age of information abundance, we’re all maintainers now." — [*Source: Working in Public (Stripe Press)*](https://stripe.press/working-in-public?ref=antoinebuteau.com)
2. **On the Locus of Value:** "You aren't subscribing to a single thing; you are subscribing to the flow of ongoing things and the creator's pattern of thinking." — [*Source: Substack Blog*](https://on.substack.com/p/writer-experience-nadia-eghbal)
3. **On Arbitrage of Knowledge:** "Publishing your thoughts is an arbitrage of knowledge; you radically underestimate how much you know that is obvious to you but revolutionary to others." — [*Source: The North Star Podcast*](https://perell.com/podcast/nadia-eghbal-working-in-public/?ref=antoinebuteau.com)
4. **On Creative Self-Expression:** "Creative self-expression is the only way we continue to make our mark as humans; it comes from wanting to express something deep in the soul." — [*Source: Means of Creation*](https://meansofcreation.substack.com/p/nadia-eghbal-on-the-economics-of)
5. **On Subscription Security:** "Subscription models afford creators the security to focus on making things for their fans rather than chasing the broadest possible audience." — [*Source: Substack Blog*](https://on.substack.com/p/writer-experience-nadia-eghbal)
6. **On Growing a Reputation:** "You can't go paid overnight; growing a free list is the essential first step to proving you have a flow of value worth paying for." — [*Source: Substack Blog*](https://on.substack.com/p/writer-experience-nadia-eghbal)
7. **On the Future of Independence:** "The individual is becoming the new institution; we are seeing a shift from working for a company to building a personal ecosystem of ideas." — [*Source: nadia.xyz - About*](https://nadia.xyz/about?ref=antoinebuteau.com)
8. **On Knowledge Work as Craft:** "We need to transition away from thinking of code as an object to be sold and toward relationship-based ways of thinking about content." — [*Source: The North Star Podcast*](https://perell.com/podcast/nadia-eghbal-working-in-public/?ref=antoinebuteau.com)
9. **On Making a Mark:** "In times of uncertainty, the only thing that remains is what we have built and the ideas we have shared with others." — [*Source: Means of Creation*](https://meansofcreation.substack.com/p/nadia-eghbal-on-the-economics-of)