David Hendrya@limbahguna350

Waste sorting is often slow and prone to human error, hindering the circular economy. We created Limbahguna to bridge the gap between digital identification and physical robotic action.Our system utilizes a unique Triple-Agent Architecture: 1.Groq LPU acts as the 'Tactical Neural Brain,' identifying waste grades in milliseconds. 2. Kiro (hosted on Vultr) is the 'Executive Agent,' autonomously commanding robotic arms to sort waste into physical bins without human intervention. 3. Google Gemini serves as the 'Strategic Brain,' analyzing long-term data to provide actionable circular economy insights and carbon-saving reports. By syncing everything through Supabase and hosting the dashboard on Netlify, we’ve built an end-to-end ecosystem that has already proven its impact by saving 1.2 kg of $CO_2$ in a single test run. This isn't just a scanner; it’s the future of autonomous environmental preservation.

Join our $1,000,000+ startup challenge series powered by Surge 📌 This announcement outlines the launch of a Global Human+AI Exchange — aligning universities, global cities, talent networks, and industry to accelerate human-centered AI innovation, technology transfer, and economic growth. 👉 Read more here ⏱️ 8 days to turn your idea, or existing product, into an investable demo. 📅 February 6 - 15, 2026 • Feb 6 - 14 (Online Phase) - Collaborate and build online with developers and AI innovators from around the world. All projects must be submitted by the end of the online phase on February 14th. 🕙 Doors open at 10:00 AM, first come, first served. • Feb 14 (On‑site Build Day) - Selected participants will be invited to an exclusive in‑person session to refine their projects and connect directly with mentors. • Feb 15 (On‑site Demos & Awards) - Live pitching sessions to a panel of judges and ecosystem partners, followed by the official winner announcement. 🌟 Get feedback from startup mentors and technical experts. 📍 On-site Venue (Feb 14–15): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 📲 Real-time on-site updates (SF) For real-time announcements and information during the on-site portion (Feb 14–15), join the LabLab SF Chapter WhatsApp group: 👉 Join the WhatsApp group 🤝 Join solo or with a team. New founders and existing startups are welcome. 🏆 $1,000,000+ in credits, token prizes, perks and funding opportunity. 📍 On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑‍💻 Apply now to build, validate, and pitch with purpose.