Olasile Abolade@oabolade23

FactoryFlow is an autonomous predictive maintenance and parts procurement agent for small-to-medium manufacturers. It monitors vibration sensor data in real time, detects imminent machine failure using a time-series foundation model running on AMD GPU hardware, and autonomously sources and pre-orders replacement parts — all without human intervention until the final budget-authorization step. Manufacturers lose ~$50k per hour of unplanned machine downtime. FactoryFlow turns a vibration sensor on the factory floor into an autonomous procurement loop: 1. A simulated RPi sensor streams 512-point FFT windows over an MCP server 2. MOMENT-1-large scores each window for bearing/gear/imbalance faults on AMD GPU hardware (MI300X via ROCm) 3. The Engineer Agent maps the dominant fault frequency to a part SKU 4. The Procurement Agent (powered by Qwen3-8B) scrapes suppliers via Apify and selects the best price-vs-RUL trade-off 5. Proxlock gates the purchase with a human authorization step 6. X402 executes the payment programmatically

Grab your ideas, spin up compute, and start building what’s next! Start with $100 in AMD Developer Cloud credits and begin building right away. Get access to hands-on tutorials, workshops, and curated learning resources to help you build faster and go further. To unlock credits and join the hackathon, sign up for the AMD AI Developer Program. 🤝 Go solo or team up — ship something real. 💰 $21,500+ total prize pool & 1 × AMD Radeon™ AI PRO R9700 GPU up for grabs. 📍 On-site Venue (May 9-10): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 📍On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑‍💻 Developers, builders, and innovators - bring your boldest ideas and let’s turn them into real AI systems on AMD.

In this hybrid hackathon powered by Arc and Circle, developers will build the next generation of Agentic economic applications using Circle’s Nanopayments infrastructure with settlement on Arc in USDC. For the first time, high-frequency, usage-based transactions between users, APIs, and AI agents can operate without gas overhead eroding margin. Arc provides stablecoin-native settlement with predictable, dollar-denominated USDC fees and deterministic, sub-second finality — enabling real-time coordination and economically viable per-action pricing at scale. 📅 April 20 – 26, 2026 • Apr 20 – 25 (Online): Submit projects by Apr 25. • Apr 25 (On-site Build – SF, CA): Teams refine projects. • Apr 26 (On-site Demos & Awards – SF, CA): Live pitches & winners announced. Get guidance from Arc and Circle experts through on-site support. 📍 On-site Venue (April 25-26): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 🤝 Go solo or team up, it's your flow. 🏆 Compete for a $15,000+ Prize Pool. 📍 Please note: If approved for the on-site experience, you’ll also have the opportunity to showcase your project live. Travel and accommodation will not be covered. 🧑🏻‍💻 Secure your spot now – sign up before the Kick-Off Stream!