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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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Dual boot Ubuntu and Windows 11

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Today I'll be showing you how you can boot Ubuntu with windows 11


Note you must have windows 11 installed

Burn Ubuntu with a program like Rufus 



During installation, there'll be an option to install Ubuntu alongside windows 11. 
Start the bios (reboot and tap f2 or delete to get into uefi/bios)

Boot from the USB stick 

Install Ubuntu and check the box during installation 'install Ubuntu alongside windows' 

Once you have Ubuntu installed, you'll want to boot back in to bios and make sure Ubuntu is the first boot priority (usually under nvme or boot options) 

The PC will automatically enter grub (or a boot menu) 

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