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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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Android 13 Installation And Root

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Android 13 is out officially. Here's how to manually install and root it

Turn on USB debugging 

In settings on your pixel device, go to About Phone and scroll down until you see build number and keep tapping on it to enable developer options and turn on USB debugging 

                    open this website

Plug in your phone, you might need to authorize adb access in the pop window 


We will get the boot image from here and flash it in fastboot later

Tap on allow adb access. If the tool can't find your phone make sure edge or chrome isn't blocking the popup


Look for the pen icon and tap on it to edit your preferences

Note that you won't be able to downgrade to android 12 

Let it do the work from here. Boot into android and enable developer options 

Download platform tools and the google USB driver install the driver in fastboot

Extract the factory image zip file and also the zip file inside it. Send the boot.img file to your phone and open magisk app > select and patch a file > select the boot.image

The patched boot image will be in the downloads folder. Send it to the PC

Right click on the file and tap on copy as path' 

Go to the platform tools folder and open a terminal

I'll be referring to PowerShell because it's what I use. 

.\adb devices 

Allow adb access

.\fastboot boot paste the copied path here 

This will boot magisk but not flash it.

Open the magisk app and tap install > direct install 

The phone will reboot into rooted system 




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