MistakeMemo — AI Long-Term Memory MistakeMemo

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🗑️ Delete Memories Users can remove outdated or irrelevant memories.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