The GitHub Blog 07月29日 03:54
Scaling for impact: How GitHub Copilot supercharges smallholder farmers
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One Acre Fund项目始于肯尼亚,现已发展成为覆盖非洲十国、服务五百万农户的强大力量。该组织致力于通过开源技术和人工智能,在2030年前支持一千万农户,并为社区创造十亿美元的新收入。通过提供种子、化肥、培训及土壤健康改良等服务,One Acre Fund帮助土地面积小于一英亩的小农户提高产量,从而摆脱贫困。该组织已将大部分核心业务系统迁移至开源技术,并引入GitHub Copilot,显著提升了开发效率,使开发者能够更快地完成项目,并专注于实际的田间影响。这一转变不仅降低了成本,也使得One Acre Fund能够更有效地扩大其影响力,改善数百万农户的生活。

🌱 One Acre Fund通过提供关键农资(如化肥和种子)、专业培训以及土壤健康改善和植树等服务,直接赋能小农户,帮助他们提高作物产量并增强对气候变化的适应能力,从而为他们提供了摆脱贫困的直接途径。

💻 该组织已成功从传统的纸质记录模式转型为高度数字化的系统,极大地提高了运营效率,包括物流、农户注册和培训材料开发等环节,使得农户能够更快地实现目标。

🚀 GitHub Copilot的引入显著加快了One Acre Fund的开发进程,使开发团队能够将原本需要三周的开发工作压缩到一周内完成,从而能够设定和实现更多目标,AI协助完成了超过30%的开发工作。

💰 作为一家非营利组织,One Acre Fund选择开源技术是因为它能在成本效益、解决方案成熟度和灵活性之间取得理想平衡,避免了随着规模扩大而急剧增长的许可费用,这是其可持续发展的关键策略。

🌍 One Acre Fund深信,当一项旨在为农民创造可持续脱贫路径的干预措施被证明有效时,就有道德义务去推广和扩大其规模,而GitHub Copilot正帮助他们加速实现这一目标,为更多农户带来积极影响。

What started in 2006 with just 40 farm families in western Kenya has grown into a powerful movement. Today, One Acre Fund serves 5 million farm families across ten countries in eastern and southern Africa. Their ambitious goal? By 2030, they aim to support 10 million farm families annually. How? By using open source technology and AI, aiming to generate an astounding $1 billion in new revenue for these communities.

Cultivating impact with technology

For smallholder farmers — those typically working with an acre or less of land — intensifying agriculture is crucial for their prosperity. This process of producing more food with the same amount of land, not only brings higher crop yields, but stimulates the economy, strengthens community, and enables farmers to scale. One Acre Fund’s core mission is to empower these farmers, providing a direct pathway out of poverty. But unlike traditional microfinance, they don’t just loan cash. Instead, they provide vital farm resources like fertilizer and seed, plus training and services, directly equipping farmers with the tools they need to succeed. They also help the farmers they serve to improve their soil health and plant trees to not only increase yields but also help farmers be more resilient to weather changes due to climate change.

In the past, farmers used to fear using technology. But, as we provide training to them, they’re now eager to use it.

Blaise Murame, Regional Lead, One Acre Fund

Technology is at the heart of One Acre Fund’s rapid growth. They’ve transitioned from an entirely analog approach — meeting farmers in the field with paper records — to a highly digitized system. This transformation has revolutionized their operations, making everything from logistics and delivery to farmer registration and the development of training materials more efficient. Farmers, initially hesitant, are now eager to embrace this tech, after receiving resources and tools on time and achieving their goals faster than ever before.

Growing products to empower farmers

A significant part of One Acre Fund’s tech leap comes from their adoption of GitHub Copilot

Since the coming of GitHub Copilot, the time it used to take us three weeks, that development work can be finished within a week. That’s affecting our goals – we’re able to set more goals than last year.

Yididiya Gebredingel, Developer, One Acre Fund

By introducing GitHub Copilot, One Acre Fund has been able to move much faster on their development, and they can focus on the pieces that are actually creating impact in the field. This acceleration has enabled them to set and achieve more goals, with developers completing projects three times faster and over 30% of their work being assisted by AI.

As a nonprofit, working with some of the world’s poorest populations means operating on razor-thin margins.This makes the cost-effectiveness of their solutions paramount. Open source technology provides the ideal balance, offering both “solution maturity and solution flexibility” without the burden of exponentially growing license fees as they scale. Embracing the open source community is a strategic move for One Acre Fund, as they’ve migrated most of their core operational systems to open source to leverage collaborative development and community support.

As a nonprofit, we can’t tolerate license fees that will grow exponentially as we scale. Open source gives us the right balance between solution maturity and solution flexibility.

Sarah Hylden, Global Director of Operations, One Acre Fund

Ultimately, One Acre Fund believes that if you have an intervention that works to create a sustainable pathway out of poverty for farmers, and you know it works, then you have a moral obligation to scale it. And with the help of GitHub Copilot, they are doing just that — moving faster and making a greater impact in the lives of millions of farm families.

Explore a better way of working by trying GitHub Copilot for free today, or if you’re a nonprofit organization, check out GitHub for Nonprofits for exclusive discounts.

The post Scaling for impact: How GitHub Copilot supercharges smallholder farmers appeared first on The GitHub Blog.

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One Acre Fund GitHub Copilot 小农户 农业科技 开源技术
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