Wei Jie Chong@weijie

Your teammate just pushed code that breaks your branch. You don't know yet. Echo does, and it's already fixed it. Echo catches conflicts, suggests the fix, and runs the tests while you stay in Discord. 🚀🚀🚀 Echo is an AI-powered development assistant that helps developers stay in sync with their team's codebase. When someone pushes a change to GitHub, Echo detects it via a GitHub Webhook and checks whether other developers could be affected. If they are, the developer gets a notification through a Discord bot instead of having to discover the change themselves. From there, Echo's Python FastAPI backend fetches the diff from GitHub and runs it through Groq's LLM to identify potential conflicts, explain what needs to change, and suggest a way to resolve them. The developer stays in control. They can review and approve the proposed changes directly in Discord. Once approved, an Electron-based Mac menu bar agent receives the resolution over a Socket.IO WebSocket connection and hands it off to a local MCP execution engine, which runs the necessary git commands and tests. The results are then sent back through Discord. This turns synchronization from something developers have to manually keep track of into something that happens proactively with AI assistance. 🚀🚀🚀

💻 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