Inspiration
We were inspired by how messy creative thinking can become when ideas are spread across different apps. Notes, tasks, and thoughts often get lost. We wanted to build a single place that works the way the mind does, helping ideas connect and grow naturally.
What it does
MindMesh helps users turn scattered thoughts into structured, actionable plans using AI. It links related ideas, generates summaries, and suggests next steps so creativity stays organized and productive.
How we built it
We built the frontend with React and Vite, and used Auth0 for authentication. The backend was built with Node.js, Express, and MongoDB. We connected both sides through REST APIs and secured them with access tokens.
Challenges we ran into
We faced issues connecting Auth0 with our backend and handling environment variables between different local setups. Debugging authentication redirects and fixing deployment environment paths took time and teamwork.
Accomplishments that we're proud of
We are proud that MindMesh successfully connects all parts of the user experience from sign in to AI-driven idea organization. We learned how to build and deploy a secure full stack app that actually helps users think better.
What we learned
We learned how to integrate authentication systems, connect a frontend and backend smoothly, and manage API routes securely. We also improved our collaboration skills and debugging strategies under time pressure.
What's next for MindMesh
Next, we plan to add real-time collaboration, idea clustering with visual maps, and personalized AI recommendations. We also want to deploy a stable beta version and gather user feedback to guide future updates.
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