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Building a Fully Local, System-Wide AI Agent CLI on Linux

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Cloud-based agentic CLI tools are undeniably convenient, but sending internal terminal workflows, system commands, and proprietary files to third-party endpoints is a persistent privacy risk. Running a fully local, autonomous agent directly on your workstation eliminates subscription costs, avoids rate limits, and grants you unconstrained access across all your attached drives. This guide details how to pair Ollama with Open Interpreter on modern Linux (Ubuntu), resolve tricky runtime quirks like Python 3.14 native builds and removed modules, map persistent storage, and create a one-click desktop launcher. System Architecture The setup consists of two layers: Inference Engine (Ollama): Serves local open-weight models with hardware GPU acceleration. Agent Harness (Open Interpreter): Interprets natural language queries, writes code, and executes Bash or Python commands directly on your system. For agentic coding and file management, qwen2.5-coder:14b provides an optimal balance of c...
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Ubuntu in VMware workstation 17

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Download the Ubuntu iso here for installation in

VMware workstation 17.0 for a cheap price

If using an earlier version than 22.04 LTS, you'll need to manually update the snap store

sudo apt update && sudo apt upgrade

sudo snap refresh


It is easy to install Ubuntu on VMware workstation 17. I find that on VirtualBox the 'sudo' commands don't work and you may run into the error 'user is not found in the sudoers list'



Simply start VMware workstation machine wizard and use a typical configuration



Browse to the Ubuntu iso file and click next



Here you will create a username and password. You will need this to log in and use Sudo commands in the terminal



Enter a location for Ubuntu virtual machine




I have Ubuntu installed on one of my external drives and have the storage size at 500 gigabytes



If you have a lot of ram you can use 16gb of ram for the VM so you can get the most use of your systems GPU 



Tap on done and start the virtual machine 



It's pretty straightforward. Set it up like any typical os. Install 3rd party drivers if you want








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