Incident-Room - Generative UI Hackathon w/ Google and CoPilotKit
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Incident-Room

Team led by an Aldaran Analytics AI Engineer and Rust developer specializing in small LLM inference, NPU optimization, and multi-platform agentic workflows.

1 member Watch Demo

Incident-Room is an always on monitor for Sentry/Slack/(any other report/ticketing software) which triggers an evaluation of the error spawning an agent in seconds. The agent carefully assesses the error and starts investigating the probable cause of the error. To make it easy for the operators, using CopilotKit the agent generates a dashboard on the fly, showing logs, reasoning and affected points, as well as the root cause (if found). He suggests actions and generates buttons to approve the suggested fix. In the demo, it showcases the ability to revert a git commit using git MCP. This is a proof of concept which could be implemented easily in any system as an extra intelligence layer to reduce system outages to seconds, or as a proactive cyber security defense system 24/7 connected.

Anthropic Cloudflare. CopilotKit DeepSeek FastAPI GitHub MCP (shell and git) Manufact Nginx + systemd OpenAI Python Vite+React

Live Demo, always on. Once triggered it must be manually restarted (contact me), as it is real git history so the agent will find the bug fixed but think it's not deployed (Sentry report is synthetic)

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Monorepo for the full demo

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