GitHub x One Acre Fund: How code is helping millions of farmers

Key Concepts

• Smallholder farmers: Farmers with one acre or less of land.
• Intensify agriculture: Improving farming practices to increase yields.
• Farm inputs: Resources like fertilizer and seeds used in farming.
• Open source: Software with publicly available source code, allowing for community contributions.
• GitHub Copilot: An AI pair programmer that suggests code and functions.
• Sustainable pathway out of poverty: Long-term solutions for improving the economic conditions of farmers.

One Acre Fund Overview and Mission

• Origin and Growth: One Acre Fund started in 2006 with 40 farm families in Western Kenya and has expanded to serve five million farm families across ten countries in Eastern and Southern Africa, including Nigeria.
• Goal: By 2030, One Acre Fund aims to serve ten million farm families annually and generate $1 billion in new revenue for them.
• Mission: To support farmers in growing a pathway to prosperity by providing farm inputs (fertilizer and seeds) on credit rather than cash loans.

Technology Integration

• Digital Transformation: One Acre Fund has shifted from analog processes (paper contracts) to digitalized logistics, delivery, farmer registration, and training materials.
• Farmer Adoption: Farmers are increasingly receptive to technology with appropriate training.

GitHub Copilot Impact

• Development Acceleration: GitHub Copilot has significantly reduced development time, with projects being completed in one week instead of three.
• Increased Productivity: Developers have achieved three times faster output, with over 30% of their work assisted by GitHub Copilot.
• Goal Achievement: The increased efficiency allows the organization to set and achieve more ambitious goals.

Open Source Strategy

• Cost Efficiency: Open source solutions are crucial for managing costs, avoiding exponentially growing license fees as the organization scales, especially given the razor-thin margins when working with impoverished communities.
• Community Support: Moving core operation systems to open source is a strategic move to leverage community help. Open source provides a balance between solution maturity and flexibility.

Scaling and Moral Obligation

• Moral Imperative: If an intervention demonstrably improves farmers' lives sustainably, there is a moral obligation to scale it.
• GitHub's Role: GitHub and Copilot enable One Acre Fund to scale its interventions faster.
• Sarah's Quote: "If you have an intervention that works, that creates a sustainable and useful pathway out of poverty for farmers, and you know it works and you can prove that it works, then I think you have a moral obligation to scale it."

Synthesis/Conclusion

One Acre Fund leverages technology, particularly GitHub Copilot and open source solutions, to efficiently deliver essential resources and training to smallholder farmers, empowering them to increase their agricultural output and improve their economic standing. The organization's commitment to open source is driven by cost considerations and the desire to collaborate with the wider developer community. Ultimately, One Acre Fund views scaling effective interventions as a moral imperative, aiming to reach ten million farm families by 2030 and generate $1 billion in new revenue for these families.