Zara Selim@Zayzeess

Operators import WAV recordings into an inbox pipeline; the app transcribes calls, extracts caller intent (Anliegen), and runs multi-agent analysis to surface friction, evidence moments, and actionable issues.

Local-first macOS study hub for university courses. Import lecture PDFs and get AI-generated topic/subtopic cards with tutor-style summaries. Link Übung sheets to lectures, track study progress etc..

Incident Room investigates the gap between what a customer-facing AI agent says and what actually happened in backend execution. In customer support and voice AI, an agent may confidently tell a customer that an order was placed, a refund was opened, or an appointment was rescheduled, while the underlying tool call failed or produced no real side effect. Incident Room turns those mismatches into structured incidents. The system includes a ReplyChat support workflow with Supervisor, Doer, and Tool Executor agents. These agents coordinate through Band rooms, posting assignments, intent analysis, policy decisions, tool requests, and execution results. A key demo flow intentionally makes the assistant say an order was placed while the placeOrder tool records orderPlaced: false and sideEffectCreated: false. That failed chat is saved to MongoDB, appears on the dashboard, and can be investigated. Incident review agents then analyze separate evidence layers: conversation, tool execution, CRM context, and customer belief. The app highlights contradictions such as “the customer believed the issue was resolved” versus “the backend outcome failed.” It produces a live investigation view, Band audit trail, and PDF-style incident report explaining what happened, why it matters, and what should be fixed. Incident Room is production-ready for Vercel/Netlify with MongoDB persistence, Band integration, safe fallbacks, and no local runtime file dependency.

📅 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.