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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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Unlocking Hidden Windows Features with ViveTool

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When Microsoft tests new features in Windows, they don’t always roll them out to everyone right away. Instead, many updates are tucked away inside the system, waiting for Microsoft to flip a switch through A/B testing or staged rollouts. That’s where ViveTool comes in—a command-line utility that lets you enable (or disable) these hidden features before they officially reach the general public.

What is ViveTool?

ViveTool is a free, open-source utility created by Rafael Rivera and Albacore, two well-known Windows enthusiasts. It allows you to interact with Feature IDs inside Windows. Each experimental or upcoming feature has an associated ID, and ViveTool gives you direct control over toggling them on or off.

This tool has become especially popular with Windows Insider users who want early access to things like redesigned Settings pages, new Start menu layouts, taskbar tweaks, or advanced features Microsoft is quietly testing.

How ViveTool Works

  • Features in Windows are controlled by Feature Flags.

  • Microsoft enables or disables them server-side, but the code is already on your PC.

  • ViveTool lets you manually enable these flags via PowerShell or Command Prompt.

Example workflow:

  1. Download ViveTool from its official GitHub page.

  2. Extract it into a folder (for example, C:\ViveTool).

  3. Open PowerShell or Command Prompt as Administrator.

  4. Use a command like:

    vivetool /enable /id:<feature_id>

  5. Restart your PC to apply the change.

To turn something back off, swap /enable for /disable.

Why Use ViveTool?

  • Access upcoming features early: See what Microsoft is working on before it’s public.

  • Experimentation: Try hidden UI elements, new animations, or backend improvements.

  • Control: Turn off features that Microsoft forces but you don’t like.

Risks and Considerations

  • Stability: Features are hidden for a reason—they may be incomplete or buggy.

  • Compatibility: Some changes can break apps or system processes.

  • Updates: Microsoft may overwrite your changes with new builds.

Always note the Feature ID you enable so you can easily disable it if problems arise.

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