Mubashir Hussain@Mubashirhussainoffical67

TraceForge is an AI-powered incident investigation platform designed to help development and engineering teams investigate software incidents faster and more systematically. When an incident occurs, engineers often need to search through logs, repositories, documentation, historical incidents, and system information before they can understand what went wrong. TraceForge brings these investigation steps into a single workflow. The platform uses an orchestrator to coordinate six specialized AI agents. Each agent focuses on a different part of the investigation process, allowing TraceForge to collect and combine evidence instead of relying on a single AI response. A typical investigation starts with an incident being opened in the TraceForge dashboard. The user can trigger an investigation, after which the orchestrator coordinates the available agents. The system analyzes the incident context, gathers relevant evidence, investigates potential causes, and produces structured investigation results that can help engineers understand the incident and decide on the next steps. TraceForge provides a visual interface for incidents, repositories, investigations, knowledge, and system settings. The goal is to transform incident investigation from a manual, fragmented process into a structured AI-assisted workflow. The project was developed with IBM Bob and demonstrates how AI-assisted development can be used to build a complete full-stack application with an agent-based architecture. TraceForge is designed as a hackathon prototype and focuses on demonstrating the complete incident investigation workflow, agent orchestration, evidence-driven analysis, and an intuitive developer experience.

💻 Online Hackathon | ⏳ Build: 48 hours | 📅 September 25–27, 2026 The official IBM Bob 2.0 hackathon. Build what's next in AI-assisted development, alongside the developers and experts shaping it. ⭐ Get help from experts throughout the event 🤝 Join a team or build solo 💰 Prize pool: $12,000 🧑🏻‍💻 Register before the Kick-Off Stream to start building with Bob

🌎 Online Hackathon | 💻 Month-long challenge | Dates: Sep 1–30, 2026 | 🏆 $10,000 Prize Pool ($5k cash + $5k in AAI credits) A month-long online challenge run by lablab.ai together with AssemblyAI, the Voice AI infrastructure company for builders. Every participant builds on AssemblyAI. You can join at any point — registration stays open for the whole build window, so you can start on day one or pick the project up halfway through and still submit. 🌍 Fully online hackathon. Join and build from anywhere in the world.

To participate in the hackathon, simply click Sign up with AMD. If you are not already a member of the AMD AI Developer Program (ADP), you will need to create an account. ADP members can access AI tutorials, experts, and community support. In addition, new members can claim a free month of DeepLearning.ai pro, $100 in AMD GPU cloud credits, and $50 in Fireworks AI API credits. All hackathon participants will receive on hackathon launch additional compute and API credits for their projects. Ready to build what's next on AMD? Sign up with AMD below to secure your spot.