NVIDIA releases a typed Python framework for inspectable agents
NVIDIA released NOOA, an open research framework that represents an agent as one typed Python class: fields hold state, methods expose capabilities, docstrings guide behavior and ellipsis methods invoke an LLM loop. It includes SQLite memory, traces, tests and benchmark agents.
Why it matters: The release shows that typed contracts, deterministic gates and inspectable state can materially improve an agent without changing its underlying model.