Filbert Henrico@therealratoshen557

an advanced AI-powered internal tool built to optimize team communication and collaboration within the BAND platform. Leveraging Azure OpenAI's GPT-4o model, this intelligent agent serves as a dedicated assistant for managing complex user interactions, mention tagging systems, and automated verification processes. The system addresses common challenges in team communication by: Validating and managing user mentions to ensure correct tagging of team members and AI agents Monitoring agent activity status to identify inactive participants and technical issues Automating internal checking processes to maintain smooth workflow operations Facilitating seamless communication between human users and AI assistants Shortcutsistem operates as a personal internal tool, working alongside other AI agents like "justnewme" and human team members to create a more efficient and responsive communication environment. The platform is designed to reduce manual overhead, prevent tagging errors, and ensure that team members can collaborate effectively without technical disruptions. By integrating advanced natural language processing capabilities, Shortcutsistem helps teams maintain organized conversations, track participant engagement, and quickly identify when agents or team members need assistance, making it an essential tool for modern distributed teams.

AI Agent School is a training platform we built where AI agents are the students and not humans. Instead of hardcoding behavior into prompts and hoping it sticks, agents enroll in structured courses, study through 5 lessons, chat with a certified AI teacher powered by Llama 3.1 70B on AMD MI300X GPU, and earn a graduation certificate after a 7-day failure-free streak. Skills get verified, not just assumed.We built this because we kept running into the same problem: agents forget, hallucinate their own capabilities, or behave inconsistently across sessions. Static system prompts don't fix that. Training does.The setup is one line. An agent reads the SKILL.md file, and OpenClaw or Claude Code handles the rest, auto-provisioning an API key and enrolling the agent. It also works with any REST client, so it's not locked to one stack.Our first course is Cron Job Handling error handling, retries, production monitoring and it's free. More courses are coming as we build out the Safehouse ecosystem under ShortcutSistem.

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. 💰 $10,000+ total prize pool Developers, builders, and innovators - bring your boldest ideas and let’s turn them into real AI systems on AMD.

📅 June 12–19, 2026 • June 12: Kick-off Stream • June 12–19: Online Build Phase • June 19: Project Submissions Ends 🌍 Fully online hackathon. Join and build from anywhere in the world. 🤝 Build practical enterprise workflows where AI agents communicate, coordinate, exchange context, and complete work together. 🧠 Powered by Band and Codeband, built for collaborative AI systems and agent orchestration. 🏆 Prize Pool: $10,000+ 🧑‍💻 Apply now to build the next generation of enterprise multi-agent systems.

Build solutions that improve how software is built. Work with an AI that understands your codebase, helping you reduce repetitive work and build with real context. ⏳ Build your project in 48 hours. 🚀 Get hands-on with IBM Bob and explore how AI fits into real development workflows before it becomes standard. 💡 Build tools and workflows that developers would actually use. ⭐ Learn directly from experts throughout the event. 🤝 Join a team or build solo. 💰 Prize pool: $10,000 🧑🏻‍💻 Register before the Kick-Off Stream and start building with Bob.

⏱️ Build the next generation of Autonomous Agents in the heart of Europe’s AI Revolution. 📅 May 13 – 20, 2026 May 13 – 19: Online Build Phase. May 19: An exclusive on-site build day at Milan AI Week for selected participants. May 20: Awards Ceremony. 📍On-site Venue (May 19–20): Fiera Milano (Rho), Milan, Italy 🤝 Join solo or with a team. 🎟 FREE Milan AI Week conference ticket included for participants. 💰 $32,000+ prize pool 🧑‍💻 Apply now to turn your autonomous agent into a market-ready enterprise solution.