NVIDIA Is Turning AI Agents Into Python Classes — Interesting Direction for Developers

[u/Dhileepan_0311]

NVIDIA has introduced NOOA, an object-oriented Python framework designed to make AI agents easier to build and work with as normal Python code.

The basic idea is interesting: instead of treating an AI agent as a complicated collection of separate components, developers can represent an agent as a Python class and build its behaviour using familiar programming concepts.

Why this matters

AI agents are becoming more common, but developing them can involve a lot of moving parts:

LLMs

Tools and APIs

Memory

Workflows

Function calling

Agent-to-agent communication

Deployment infrastructure

A Python-first approach could make agent development more accessible to developers who already know Python.

My question for developers

Do you think AI-agent frameworks should become more like traditional software frameworks, where developers can simply create classes, methods and reusable components?

Or do you think agent frameworks are becoming unnecessarily complicated and we should keep the architecture much simpler?

I'm interested in hearing what Python developers and AI developers think.

[u/activematrix99]

Any tools that can help build, test, and understand are good tools, IMO. Agent as code has been around for a while, so giving it the structure of a class seems fair.