# Building a Memory-Driven Agent with NVIDIA NemoClaw

DevFeed: [Building a Memory-Driven Agent with NVIDIA NemoClaw](<https://devfeed.tech/articles/building-a-memory-driven-agent-with-nvidia-nemoclaw-6768.md>)

Original publisher: [Read original article](<https://developer.nvidia.com/blog/building-a-memory-driven-agent-with-nvidia-nemoclaw/>)

Author: Tanya Lenz

Published: 2026-09-04T18:04:55Z

Content type: tutorial

Language: en

Sources: [NVIDIA Developer](<https://devfeed.tech/sources/nvidia-developer.md>), [NVIDIA Technical Blog](<https://devfeed.tech/sources/nvidia-technical-blog.md>)

Topics: [Architecture & Design](<https://devfeed.tech/topics/architecture-design.md>), [Authorization](<https://devfeed.tech/topics/authorization.md>), [Markdown](<https://devfeed.tech/topics/markdown.md>)

Tags: [agentic-ai-generative-ai](<https://devfeed.tech/tags/agentic-ai-generative-ai.md>), [ai-agent](<https://devfeed.tech/tags/ai-agent.md>), [build-ai-agents](<https://devfeed.tech/tags/build-ai-agents.md>), [developer-tools-techniques](<https://devfeed.tech/tags/developer-tools-techniques.md>), [enterprise](<https://devfeed.tech/tags/enterprise.md>), [llms](<https://devfeed.tech/tags/llms.md>), [memory](<https://devfeed.tech/tags/memory.md>), [nemoclaw](<https://devfeed.tech/tags/nemoclaw.md>), [openshell](<https://devfeed.tech/tags/openshell.md>), [retrieval](<https://devfeed.tech/tags/retrieval.md>), [retrieval-augmented-generation-rag](<https://devfeed.tech/tags/retrieval-augmented-generation-rag.md>), [security](<https://devfeed.tech/tags/security.md>)

## AI overview

This tutorial describes building a memory-driven AI agent with NVIDIA NemoClaw for enterprise work. It presents a structured self model, separates evidence from derived knowledge and governed execution, and emphasizes retrieval, user corrections, security, and authorization.

## Source excerpt

Enterprise work spans messages, decisions, projects, and obligations that change over time. An AI agent that starts without this context must reconstruct it...