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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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Pixel 6pro - how to update and root Jan 22 patch

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Android flash tool 


Download the firmware with the January 22 boot image from here and extract it inside will be a second zip file , extract it and send the boot image to phone


You'll need the latest canary magisk installed


Tap install , select and patch a file > select the boot.img file. The output 'magiskboot.img' or what it is labelled will be in downloads folder in the internal storage

 
Send it back to the PC 


Use the Android flash tool. reboot back into fastboot


adb reboot bootloader


Open a terminal in adb and copy the path of the patched boot image 


fastboot boot <paste the copied path>
 

Open the magisk app, tap install > direct install




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