MistakeMemo — AI Long-Term Memory MistakeMemo is an AI-powered long-term memory web application d...MistakeMemo — AI Long-Term Memory MistakeMemo is an AI-powered long-term memory web application d...
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Saumya Verma
• Aug 24
MistakeMemo — AI Long-Term Memory
MistakeMemo is an AI-powered long-term memory web application designed to help users avoid solving the same problem twice.
The Problem
Developers, students, and professionals often encounter similar problems repeatedly. Even after finding a solution, that knowledge can easily get buried in chat history, scattered notes, or forgotten completely.
MistakeMemo turns those past problem-solving experiences into structured, reusable memories.
How It Works
Users can capture a problem by recording:
What went wrong
The context in which it happened
The solution that worked
When a similar problem occurs later, users can describe their current issue using the AI Recall feature. The application sends the current problem and stored memories to the AI-powered backend, which identifies relevant previous experiences and surfaces the most useful solution.
Key Features
🧠 Memory Capture Save mistakes, context, and solutions as reusable memories.
✨ AI Recall Describe a current problem and let AI identify relevant past experiences.
🔎 Relevant Solution Surfacing The system presents previously discovered solutions when a similar situation occurs.
✅ Memory Confirmation Users can confirm memories that are useful and reliable.
✏️ Edit Memories Previously saved experiences can be updated whenever the solution or context changes.
🗑️ Delete Memories Users can remove outdated or irrelevant memories.
📊 Memory Dashboard A clean dashboard displays saved memories and confirmation statistics.
Design & Experience
The interface was designed as a modern dark SaaS dashboard with a focused, minimal experience. Violet accents, clear visual hierarchy, responsive layouts, and subtle interactions make the AI workflow easy to understand and use.
Technology
- React
- Vite
- Tailwind CSS
- Node.js
- Express.js
- Groq AI
- REST API
- Git & GitHub
- Vercel
- Render
My Role
I designed and developed the application end-to-end, including the frontend interface, memory management functionality, AI Recall workflow, backend API integration, responsive UI, and deployment.
Outcome
MistakeMemo transforms past problem-solving experiences into accessible, reusable knowledge. Instead of searching through old conversations or starting from scratch, users can quickly recall what worked before and move forward faster.
Live Demo: https://mistakememo-ai-ten.vercel.app/
GitHub: https://github.com/saumya-30-verma/mistakememo
Web DesignWeb DevelopmentNode.jsReactVite
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