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DEV Community · Somay · 2026-06-10 개발(SW)

Somay

Over the last few weeks, while learning LangGraph and agentic systems, I ended up building Co-Founder Memory.

It’s a stateful AI assistant with:

• long-term memory

• planning loops

• self-correcting RAG

• web search fallback

• automated timeline summaries

• project and preference tracking

Nothing revolutionary — many ideas already exist. The goal wasn’t to reinvent memory, but to understand how these systems work by actually building one.

A lot of concepts only started making sense once I had to connect them together:

  • graph-based workflows with LangGraph

  • memory extraction and storage

  • retrieval and validation loops

  • routing and planning nodes

  • maintaining context across sessions

Building it taught me far more than watching tutorials ever did.

Repo:
https://github.com/Somay-kousis/Co-Founder-Memory

I’m currently entering my 3rd year at IIITM Gwalior and looking for ML / GenAI internships. If you’re building interesting things around LLMs, agents, RAG, or AI products, I’d love to connect.

Always happy to chat with fellow builders as well 🚀

AI #GenerativeAI #LangGraph #RAG #LLM #MachineLearning #Internship

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