---
title: "Discussion on \"Securing Autonomous AI: Build Policy-Driven Coding Agents with NVIDIA OpenShell and Qubrid AI\" | Hashnode"
description: "Discussion on \"Securing Autonomous AI: Build Policy-Driven Coding Agents with NVIDIA OpenShell and Qubrid AI\". The emergence of autonomous coding agents is changing the way we develop software. Tools like LangGraph and Deep Agents are empowering LLMs to navigate through repositories and code and carry out complex tasks. However, this level of independence poses a significant security threat: allowing an LLM unrestricted access to run code on your local system or in a production environment could lead to serious problems."
url: "https://hashnode.com/posts/securing-autonomous-ai-build-policy-driven-coding-agents-with-nvidia-openshell-and-qubrid-ai/69c55dd310e664c5daf80e4a"
---

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# [Securing Autonomous AI: Build Policy-Driven Coding Agents with NVIDIA OpenShell and Qubrid AI](https://qubridai.hashnode.dev/securing-autonomous-ai-build-policy-driven-coding-agents-with-nvidia-openshell-and-qubrid-ai?utm_source=hashnode&utm_medium=feed)

The emergence of autonomous coding agents is changing the way we develop software. Tools like LangGraph and Deep Agents are empowering LLMs to navigate through repositories and code and carry out complex tasks. However, this level of independence poses a significant security threat: allowing an LLM unrestricted access to run code on your local system or in a production environment could lead to serious problems.

Mar 26 · 11 min read · qubridai.hashnode.dev  
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## Written by

[Abhijit Mandal](https://hashnode.com/@abhiiiman)

@abhiiiman · McLean Virginia, United States

  
[View profile](https://hashnode.com/@abhiiiman)

Less of a Human more of an AI

Senior AI Engineer @Qubrid AI

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