Daniel Mwihoti@Mwihoti

ControlTower AI is a Next.js-based engineering command center that processes operational signals from sources like GitHub, Slack, and CSV files to provide visibility into release risks, incident hotspots, and workflow bottlenecks. By leveraging Gemini, it generates intelligent summaries and actionable briefs for flagged issues, enabling teams to proactively address blockers. The platform features a robust API-first architecture that streamlines data ingestion and facilitates automated escalations, allowing critical alerts and operational summaries to be dispatched directly to Slack DMs and Telegram for rapid incident response and team coordination.

Bob Open Source (contributos) is a comprehensive, AI-powered developer toolset specifically engineered to lower the barrier to entry for open-source contributions. Navigating a new codebase can be an intimidating and time-consuming process; Bob eliminates this friction by bridging the gap between a GitHub issue and a completed Pull Request. It empowers developers to understand unfamiliar projects with the depth and confidence of a long-time maintainer. Built as a solo project to address the "onboarding tax" of open source, Bob is powered by the intelligence of IBM Bob. This integration allows the tool to automate the most critical aspects of the onboarding workflow: repository structure discovery, dependency mapping, and requirement extraction. When a developer provides a GitHub issue URL, Bob performs a "deep dive" into the local repository—utilizing IBM Bob's advanced AI—to identify which specific components are affected, what architectural patterns should be followed, and where potential regressions might occur.

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.

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.

📅 May 11–19, 2026 • May 11 – 19: Online Build Phase. • May 18 (Hybrid Build Day – Online & Onsite) • May 19 (Demos & Awards – Online & Onsite) 🌍 Hybrid event. Join online from anywhere or build onsite at the venue. 🏆 Winners will be announced live on stage at the AI & Big Data Expo North America on May 19 📍 On-site Venue (May 18–19): San Jose McEnery Convention Center, CA, USA 🤝 Join solo or with a team. 🎟 FREE AI & Big Data Expo North America ticket included for participants that are able to join the on-site phase. 🏆Compete for a $10,000 prize pool 🧑‍💻 Apply now to design, prototype, and showcase enterprise-ready innovation.

Join us for an exclusive hackathon leading up to the /function1 AI Conference & Exhibition in Dubai (May 2, 2025) - a conference with one pivotal notion: to create a #1 platform for startups and founders of the AI field; to give them the spotlight they often lack, and represent the countless possibilities of Artificial Intelligence. 📅 April 25 – May 1, 2025 – Join us online and collaborate with global AI enthusiasts. 🌟 Expert mentors will guide you every step of the way. 🤝 Work alone or form a team to build something extraordinary. 🧑🏻‍💻 Sign up before the Kick-Off Stream to secure your spot!