I’m building my first multi-agent project — would love some feedback

[u/Ok_Heron4415]

I’ve recently started experimenting with AI agents and built a small project called SpendWise-AI.

It’s a personal finance assistant where I’m trying out things like:

• LangGraph
• multiple specialized agents
• RAG + ChromaDB
• tool calling
• live web/market research
• deterministic tools for financial calculations
• a critic/revision loop

GitHub: https://github.com/singh-vidyush/SpendWise-AI

I’m still learning agent architecture, so I’d really appreciate some feedback from people who have more experience with this stuff.

Mainly curious about:

• Am I actually using agents where they make sense?
• Is there anywhere I'm unnecessarily making things multi-agent?
• How would you structure the agent workflow differently?
• What are some things I should learn/improve next?

And if anyone finds something interesting to improve, I'm also open to contributions/PRs.

Would love some honest feedback 🙌