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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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How to Install Home Assistant on Windows with Hyper-V

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Works on Windows 10/11 Pro or Enterprise.

1. Enable Hyper-V

  1. Press Windows Key + S, type Windows Features, and click Turn Windows features on or off.
  2. Tick Hyper-V, Hyper-V Management Tools, and Hyper-V Platform.
  3. Click OK, reboot your computer.

2. Download the Home Assistant VHDX

3. Create the Virtual Machine

  1. Press Windows Key, search for Hyper-V Manager, and open it.
  2. On the right-hand menu, click Quick Create.
  3. Select Local installation source → choose any existing image for now (we’ll replace it later).
  4. Give the VM a name, click Create Virtual Machine.

4. Swap in the Home Assistant VHDX

  1. In Hyper-V Manager, right-click your new VM → Settings.
  2. Under SCSI Controller → Hard Drive, click Browse.
  3. Select the HomeAssistant.vhdx file you downloaded.
  4. Click Apply and OK.

5. Start the VM

  1. Right-click the VM → Connect → Start.
  2. Wait for the Home Assistant OS to boot (first boot may take a few minutes).

6. Access Home Assistant

  • Open a browser on your Windows PC and go to:
    • http://homeassistant.local:8123
    • Or use your VM’s IP address (shown in the console window).

7. Finish Setup

  • Follow the on-screen wizard to create your Home Assistant account and start adding integrations.

Tip: If you want Home Assistant to start automatically when Windows boots, in Hyper-V Manager right-click your VM → Settings → Automatic Start Action → select Automatically start if it was running when the service stopped.

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