{"slug": "building-an-ai-native-farm-manager-in-90-days-for-the-build-with-gemini-xprize", "title": "Building an AI-Native Farm Manager in 90 Days for the Build with Gemini XPRIZE", "summary": "A solo developer is building LivestockAI, a multi-species SaaS platform for farmers in emerging markets, as part of the Build with Gemini XPRIZE hackathon. The platform uses a contract-driven development strategy and integrates an ADK-powered coordinator agent named Farmhand that leverages Gemini Vision and Gemini Live API for disease detection and audio walkthroughs.", "body_md": "This is my announcement. I’m participating in the Build with Gemini XPRIZE hackathon!\n\nOver the next 5 weeks, I am building LivestockAI—a massive, multi-species SaaS platform for farmers in emerging markets.\n\nTo pull off a 97-module application as a solo developer, I'm using a \"contract-driven development\" strategy: locking down architectures in Markdown and feeding them into parallel AI subagents to write the code.\n\nThe app itself isn't a standard wrapper. I'm integrating an ADK-powered coordinator agent named \"Farmhand\". Farmhand orchestrates its own subagents and tools to actively watch farm data, project profit scenarios, analyze photos of diseased livestock using Gemini Vision, and conduct audio-first farm walkthroughs via the Gemini Live API.\n\nI'll be building in public and sharing my progress as we launch our waitlist and sprint toward real revenue on Google Cloud Run.", "url": "https://wpnews.pro/news/building-an-ai-native-farm-manager-in-90-days-for-the-build-with-gemini-xprize", "canonical_source": "https://dev.to/captjay98/building-an-ai-native-farm-manager-in-90-days-for-the-build-with-gemini-xprize-5dp9", "published_at": "2026-06-13 00:01:09+00:00", "updated_at": "2026-06-13 00:13:30.148523+00:00", "lang": "en", "topics": ["artificial-intelligence", "ai-agents", "computer-vision", "generative-ai", "ai-startups"], "entities": ["Google", "Gemini", "XPRIZE", "LivestockAI", "Farmhand", "Google Cloud Run"], "alternates": {"html": "https://wpnews.pro/news/building-an-ai-native-farm-manager-in-90-days-for-the-build-with-gemini-xprize", "markdown": "https://wpnews.pro/news/building-an-ai-native-farm-manager-in-90-days-for-the-build-with-gemini-xprize.md", "text": "https://wpnews.pro/news/building-an-ai-native-farm-manager-in-90-days-for-the-build-with-gemini-xprize.txt", "jsonld": "https://wpnews.pro/news/building-an-ai-native-farm-manager-in-90-days-for-the-build-with-gemini-xprize.jsonld"}}