D:FOOD

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D:Food Web
The Distributed Past & Future of Agriculture


BY RITHIKHA  RAJAMOHAN



In August 2024, a transdisciplinary group of contributors in the public goods funding, technology, farming and food systems spaces gathered in Navarro, California. Our purpose was to develop a vision for the future of agriculture, its supporting technologies, and how we might go about resourcing the first steps towards it. While this vision is still coming into focus, it's one we're committed to grounding in the ethos of the commons, recognizing the need for restoring community-ownership in agricultural systems and its supporting technologies. The following site synthesizes and documents the first of three D:Food collaborations taking place to develop a pilot commons funding mechanism. In addition to tool development, these collaborations explore cooperative structures that can govern their use, the ethics of who owns and controls the data used in these technologies, and how to sustainably fund open source projects in the long term. The following documentation is a nascent vision for the agricultural technology commons and exploration of why this model is not only needed, but likely to become the status quo in coming years.

Agriculture is a multi-generational, shared human endeavor and arguably humankind's first major innovation; one that has catalyzed widespread cultural and economic change by fundamentally altering our relationship to land and with each other. However, it has also gradually been forced into a siloed, monopolized and privatized environment.

Decentralized software systems—where no single server or authority is in charge—are often described as a new technology. But they echo an organizational structure that is quite old: the commons. For much of human history, communities shared and managed resources, like land, water, and knowledge, through collective stewardship and coordination. Today’s peer-to-peer systems revive that tradition in digital form, enabling people to coordinate, exchange, and govern together without relying on centralized authorities. In a world where platforms control speech, access, and value, the return of networked governance and infrastructure is becoming more of a necessity, and increasingly, the more effective choice.

Beginning in the 12th century, and accelerating in the 18th and 19th, the enclosure of the commons reshaped much of Europe. Lands once managed collectively, as was the practice in many other parts of the world, were fenced off, privatized, and transformed into sources of profit and taxation. Soon enclosure become a blueprint for colonial expansion and industrial capitalism, displacing many communities as widely as Indonesia and Brazil. Today, a new kind of enclosure is occurring. Instead of land, it's our digital spaces and tools. The platforms we rely on for banking, communication, navigation, and many other everyday needs are privately owned, opaque, and perhaps as a result, brittle, as they collapse under their own weight. At any a time, a company or country can freeze your account or cut off access to these services and tools. I would argue that open source is not just a nicety for maintaining complex, critical software, but the most effective way. Many hands make light work, but only if they can sufficiently coordinate their tasks. What started as the loss of the physical commons has now entered the digital realm, and in the world of agriculutre, both have had tangible impacts on our systems of food production.

Innovation today currently relies on a handful of well-established funding models: government and academia fuel policy programs and fundamental research, but are often influenced by changing political and institutional priorities. Corporate R&D departments push technological boundaries forward, but are generally restricted to market demand and profitability; venture capital boosts startups on the path to rapid growth along with a promise to meet high return/exit expectations with these high-growth, high-return goals often at odds with customer needs and best interests. And philanthropic grants, which are often a byproducts or excesses from these previous systems, that fund socially valuable work though with limited commercial appeal and financial sustainability and deeply tied to philanthropic program interests.

The commons offers an alternative to the usual binary of public versus private ownership. One that's rooted in collective benefit, competitive collaboration and long-term stewardship. In agriculture—and likely many other fields—the barrier to meaningful change isn’t a lack of technology or good intentions. When Johannes Gutenberg invented the printing press it was to democratize knowledge, it was only a matter of time before the same tool was used to spread lies, inflame divisions, or consolidate power. Again and again, we’ve seen that technical advances alone don’t deliver lasting impact. What’s often missing is a deeper reflection on the systems we build within: the protocols of ownership, control, and benefit distribution that shape every innovation. As we develop this funding mechanism for the ag-tech commons, we invite you to not just imagine better tools, but to help design the social and economic contexts that make those tools truly transformative.

We’re only beginning to understand what’s possible when systems operate without a central authority. Open networks introduce new forms of coordination: emergent behaviors shaped by the structure of interactions between peers. In nature, we see versions of this pattern everywhere. Mycorrhizal fungi quietly support 92% of plant families through underground exchange networks. Neurons in the brain communicate without a single command center. Ant colonies make complex decisions without a leader. These are all examples of swarm intelligence, or coordinated patterns that emerge from simple rules and dense peer-to-peer interaction. If we design human networks with similar principles—prioritizing shared scaffolding over centralized control—we may unlock new social, civic, and economic outcomes not possible in hierarchical systems.

What might a modern-day commons look like and how could open networks be governed in ways that promote shared benefit? We have plenty of examples to pull from, quietly shaping the world around us: cooperatives, democratically owned and controlled by worker-members, on average see lifespans over twice that of traditional businesses. Open source software forms the backbone of global digital infrastructure and decentralized technologies and cryptographic protocols are reducing the need for traditional intermediaries or middlemen in many types of transactions and communications. These experiments, new and established, are signals of what’s possible when systems are designed for collective agency rather than centralized control.

A networked, peer-to-peer approach shifts us from simply having good intentions to rigorously examining how power flows: Who owns what? Who controls the system? Who benefits from success? Unlike traditional models that aim to design the perfect solution up front, networked systems ask us to build the right scaffolding—the structures and incentives that allow better outcomes to emerge over time. This means focusing less on dictating specific moves, and more on defining the rules of the game: the affordances, constraints, and feedback loops that shape behavior. In a modern-day commons, success isn’t about picking the right players. It’s about designing the right ruleset to create the right conditions for fairness, adaptability, and positive-sum dynamics, no matter who’s playing.

Our food systems are at a turning point. For centuries, agriculture was rooted in shared knowledge, land, and labor. That commons-based approach gave way to industrial systems that have evolved to become centralized and extractive. Network-based innovations present an opportunity to come full circle in our journey from communal farming to industrial agriculture; a chance to reimagine the agricultural commons for the 21st century.

Rithikha Rajamohan, civic technologist and founder of V6A Labs. D:Food contributor, synthesis and documentation.


The following documentation was synthesized through a collaborative process, pulling from many ideas, components and thoughts put forth by contributors in the wider food systems and agricultural technology ecosystem. We welcome open contributions to this work as the development of the pilot funding and governance mechanism evolves.

DESIGN PRINCIPLES


The Decentralized Food Web, or D:Food Web for short, is a series of in-person engagements that explores how to bridge decentralized web and tech sovereignty organizing with the long-standing decentralized, global food sovereignty movements. The first of the collaborations was nested in the broader gathering of DWeb Camp 2024, which examined technologies and strategies to promote food sovereignty through empowering smallholder farmers, workers, and agricultural coops around the world. 

The following design principles were synthesized from our discussions as certain guiding ideas and terms continued to resurface. This website is a living document and an evolving process. The outcomes from each collaboration, including this documentation, are intended to spark further dialogue, invite critical feedback, and encourage bold, practical thinking as the pilot develops.

Commons

Commons

Commons refers to shared resources that are collectively owned, managed, and used by a community. These resources can be natural (forests, fisheries), cultural (knowledge, traditions), or digital (open-source software, public datasets). The concept of commons emphasizes collaborative stewardship, where stakeholders work together to maintain and sustainably use the shared resource, often developing their own rules and governance structures. Commons challenge the traditional dichotomy between private and public ownership, offering a third way that promotes collective benefit and long-term sustainability. In the digital age, the idea of commons has gained renewed relevance, with examples like Wikipedia and open-source software demonstrating the power of collective creation and maintenance of shared resources. The success of commons often depends on effective self-governance, trust among participants, and mechanisms to prevent overuse or degradation of the shared resource, a challenge famously described as the "tragedy of the commons" but often overcome through community-based management strategies.

Gall's Law

Gall's Law

Gall's Law is a principle that states that "a complex system that works is invariably found to have evolved from a simple system that worked. A complex system designed from scratch never works and cannot be patched up to make it work. You have to start over with a working simple system." In other words, Gall's Law suggests that complex systems are best developed incrementally, starting with a simple, functional core and gradually adding complexity over time. It argues against attempting to design and build a complex system from the ground up, as such efforts are likely to fail.

Credible Neutrality

Credible Neutrality

Credible Neutrality is a principle that emphasizes the importance of maintaining an impartial, trustworthy, and unbiased stance when facilitating collaboration, decision-making, or problem-solving among diverse stakeholders. It is particularly relevant in situations where complex, interconnected challenges require the input and cooperation of individuals and groups with different backgrounds, skills, and perspectives. When operationalized well, credible neutrality can be a competitive advantage when building efficient and fair mechanisms with high stakes outcomes.

Open Source

Open Source Development

Open Source is a development methodology (whose ethos can be applied to other domains) based on the free redistribution, remixing and public access to a technology’s design or implementation details, encouraging open collaboration and voluntary participation in the development process to create more reliable infrastructure. Open source software is often developed in a decentralized and collaborative way, relying on peer review, iterative development, and community maintenance efforts, which if funded and governed well, ensure a higher likelihood of long-term sustainability and security of open-source projects. The community of maintainers are usually also users, enabling those closest to the product to tailor and expand the software to their specific needs. Open source development usually also prioritizes interoperability and adherence to standards, promoting integrations with other systems, and incentives knowledge-sharing and a collectively-governed/owned ecosystem.

Interoperability

Interoperability

Interoperability refers to the ability of different components (e.g. systems, devices, applications, products) to connect and communicate with one another, exchanging information and operating together seamlessly. This property enables various parts to work in conjunction, even if they were developed by different groups or run on different platforms. The importance of interoperability lies in its capacity to streamline processes, enhance efficiency, and promote collaboration. When systems are interoperable, data can be shared and interpreted across different platforms and organizations without the need for manual intervention, blockades, or conversion. This fosters a more open and competitive market, as no user is locked into a single vendor's ecosystem. Standards and protocols play a key role in achieving interoperability by providing a common language and framework for communication between systems. Ultimately, interoperability breaks down barriers between systems, allowing for the open flow of information, and therefore innovation.

Technological Terroir

Technological Terroir

Terroir is a French concept encompassing the unique environmental factors that influence agricultural products, especially wine. It includes physical aspects of a vineyard's environment (light, soil, topography, minerals) and human factors like viticultural practices and local traditions. Terroir asserts that these combined elements impart distinct qualities to the final product, creating a sense of "somewhere-ness" in taste and experience." Technological terroir" applies this concept to our tools, suggesting that tech products and services are shaped by their developmental environment. Technologies from different hubs (e.g., Silicon Valley, Shenzhen, Berlin, Bangalore) may have distinct "flavors" in areas like user interface design, privacy approach, or regulatory context. This concept also considers historical context and local traditions in technological innovation, resulting in distinctive tech "vintages" that reflect their origin.

MECHANISM COMPONENTS


A preliminary sketch of a funding and governance mechanism was proposed during the first collaboration process and the contextual need for participatory approaches was established. This early-stage concept is part of an ongoing, iterative process that welcomes further input and refinement from the community.

While the current proposal outlines three major components - Public Utility, Enterprise, and the Exit to Commons Framework - this current sketch only serves as a starting point for future discussions. Our goal is to design a non-extractive agricultural technology commons and we recognize there are other approaches, perspectives, and potential components that have not yet been fully explored or incorporated. This is where continued engagement from the community becomes crucial.




Public Utility


The Utility Layer emerged from the need for a more collaborative, open, and values-driven approach to development in sectors with significant public interest, like agriculture. It was developed to provide a framework for creating and managing shared resources that benefit a wide range of stakeholders. By establishing a neutral ground, the Utility Layer enables diverse stakeholders to come together and work on common challenges.  


OVERVIEW


The Public Utility Layer  is built on a values-focused Charter, which aligns agricultural technology development around common values and outputs to align the agricultural technology space around FAIR (Findability, Accessibility, Interoperability, and Reuse) in practice and its application to agriculture. This layer sits alongside and collaborates with external entities and communities, and has three main components which make it unique: the operating agreement (Charter), the community (Signatories), working groups (Focus Areas). 

Read More:  D:Food Utility + Enterprise Concept Note

PUBLIC UTILITY COMPONENTS

Charter (Operating Agreement, Manifesto, Values Statement)

Defines common values

Signatories (Members)

Those who believe in and will follow those values.

Stewardship Council (Board)

Implements the will of the Signatories through the creation, modification, and/or closure of Focus Areas.

Staff

Dedicated personnel from the Stewardship Council who oversee and provide the administrative and organizational structure to implement the work of the Focus Areas.

Advisory Council

External, non-signatory groups who provide advice on information and strategy to the board. May include governments, academia, businesses, etc.

Focus Areas (“Balloon Factory”)

Uniquely structured, semi-independent working groups, funded by stakeholders and focused on a specific topic area to produce Focus Group Outputs. An example structure could be a co-op or DAO.

Focus Group Outputs (“Balloons”)

Documents like specifications, requirements, general learning; technical documents like schemas, standards, ontologies; software like reference implementations.  Does not include full, commercial, user-oriented software outputs.

SUSTAINABILTY

The Focus Areas are funded by those interested in the topic. A percentage of Focus Area funding goes back to the Utility organization to fund the Staff to maintain, grow, etc. The Community of Companies may also generate value (ownership dividends or exit events, revenue %, etc.) which is returned to the Utility.



Enterprise


A pathway was needed to translate outputs from the Utility Layer into tangible products and services, and so the enterprise layer was proposed to serve as a bridge between ecosystem needs and commercial viability. In order for the commons mechanism to be viable, market-oriented entities need to be able to deliver and scale solutions effectively. By providing a pathway for turning collaborative innovations into market-ready solutions, the enterprise layer creates a supportive ecosystem for aligned companies to grow while ensuring commercial development remains connected to identified values and needs.



OVERVIEW


The Enterprise layer is a values, technology, market, and incentive aligned Community of Companies delivering services to the Agricultural Sector. The Community membership is expanded through a Venture Studio and Request for Need, which supports alignment of incoming companies while also maintaining an semi-open door into the ecosystem.

Read More:  D:Food Utility + Enterprise Concept Note

ENTERPRISE COMPONENTS

Fund

A set of aligned investors funding the Incubator and expected returns are < 10% per year. Investors should include, but not be limited to, key members of the end user community like growers, industry associations (often bio regionally oriented), as well as social + impact investors, or more generally investors who benefit as much from the outcome as the investment.

Venture Studio

A fund-backed venture studio model to help the Community of Companies grow and succeed. It does this by coordinating Requests for Need and by running the Intake Process for the Community of Companies, generating alignment and product readiness for new members.

Request for Need (Proposal Request)

A Request for Need is a needs-driven entrypoint for a new company or organization to join the Community of Companies. The requests are Informed by the Community of Companies, the Utility, other ag tech entities.

Intake Process

The process of ensuring that new members are maximally aligned to the needs of the Community of Companies and vice versa.

Community of Companies

Companies aligned through incentives (equity, ownership, shared revenue, board representation, etc.) and shared values (Charter). This alignment could generate interoperability, shared software maintenance, branding / marketing / sales, or other core services based on need.

SUSTAINABILTY

The Companies should be market-oriented (income-generating) and are responsible for securing independent  long term funding after their incubation. The Venture Studio is funded through its investors and potentially returns from the Community of Companies’ profit.



Exit to Commons (ExC)


The need for Exit to Commons arose from recognizing that conventional exit strategies often lead to technologies being commercialized in ways that don't serve their original communities or purposes. By providing this alternative exit strategy, ExC aims to create a flywheel effect where successful technologies feed back into the commons, fostering more innovation and creating a self-sustaining ecosystem of open, collaborative agricultural technology development.


OVERVIEW

Exit to the Commons (ExC) is a strategy for managing stranded IP - intellectual property created by those with domain knowledge but lacking means to commercialize it. A public benefit entity (Cookie Monster) holds IP under a CopyFair license, which requires reciprocity in markets that commercialize mutualized/commons-based knowledge. As products mature, their IP is acquired by the Cookie Monster. Companies use the IP through license agreements, with investors receiving capped returns and revenues partially returning to Cookie Monster as fees. ExC incentivizes knowledge-holders to operationalize insights through a self-sustaining collective commons, providing a commons-aligned approach to IP management and exit strategies.

More Details: Exit to the Commons Concept Note (ExC)

EXIT TO COMMONS COMPONENTS

Cookie Monster

An entity representing a governed collective commons mandated to acquire promising IP aligned with charter values.

Collaboration Monster

A concept describing a process of deploying a Copyfair trademark for aligned tech initiatives, creating a commons that establishes favorable collaboration for inward partners.

Exit To Commons (ExC)

Exit to Commons provides an alternative to Exit to Community (E2C) and Exit to Open (E2O) models, as well as other traditional exit options. Decoupling IP from companies  allows for more autonomy while fostering collaboration, essentially creating a self-replenishing collective commons of IP. Decentralized Autonomous Organizations could also be an aligned organizational structure for managing funds and governance with diverse stakeholders. Challenges include initial funding and establishing effective governance structures. An initial fund could be catalyzed by philanthropic resources, creating a form of reverse accumulation where private capital seeds a commons.

SUSTAINABILTY

Exit to Commons provides an alternative to Exit to Community (E2C) and Exit to Open (E2O) models, as well as other traditional exit options. Decoupling IP from companies  allows for more autonomy while fostering collaboration, essentially creating a self-replenishing collective commons of IP. Decentralized Autonomous Organizations, democratically owned digital organizations without geographic restrictions in membership and activities, could also be an aligned organizational structure for managing funds and governance with diverse stakeholders. Challenges include initial funding and establishing effective governance structures. An initial fund could potentially be catalyzed by philanthropic resources, creating a form of reverse accumulation where private capital seeds a commons.



JOURNEY THROUGH THE
 MECHANISM


ILLUSTRATED BY ANNA LYNTON