NVIDIA Unveils NOOA Framework for High-Performance AI Agents

NVIDIA has introduced NOOA (NVIDIA Labs Object-Oriented Agents), an open-source framework designed to optimize AI agent performance. The framework, launched on July 27, 2026, is a Python-based architecture that enhances agent efficiency and accuracy across various industries.

The key to NOOA's success lies in its harness design, often overlooked in the field of AI. By positioning the harness as a critical factor in delivering performance gains without altering base models, NVIDIA claims that NOOA can deliver double-digit percentage improvements in benchmarks while reducing token usage and operational costs by up to 50%.

The framework's capabilities include typed input/output, pass-by-reference, code as action, programmable loop engineering, explicit object state, and model-callable APIs. These features enable NOOA agents to perform more like traditional software programs, allowing for extensive debugging, version control, and human-AI collaboration during development.