NVIDIA opens NOOA, a typed Python agent harness with long-term memory and strong benchmarks
tomaszbednarz · x · 2026-07-28
NVIDIA’s technical blog introduces NOOA, an open-source object-oriented agent framework that packages an agent as a single Python class with typed state, capabilities, and prompts.
- It uses method bodies filled in by LLM-driven loops at runtime, with type annotations acting as enforced contracts.
- The framework stores long-term, typed, relational memory in a readable SQLite store, aiming to avoid constant context compaction and summarization.
- NVIDIA says NOOA shows strong results on SWE-bench Verified, CyberGym L1, and ARC-AGI-3, with better accuracy and lower token cost than prior harnesses.
- The post emphasizes reproducible, inspectable workflows and an open evaluation setup for community adoption.
Related event: NVIDIA Open-Sources NOOA: Object-Oriented Python Agent Framework(2 posts)→
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