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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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Root Exynos S10

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tested on Exynos beyond1lte

Download Latest Magisk manager here




1. Use 7zip to extract the firmware zip downloaded from frija

2. Connect device to PC and copy the AP file to internal storage

3. Now we need to patch the AP file with magisk manager. Install the APK and go to install and select 'select and patch a file'


4. Copy the patched file to your PC with adb pull /sdcard/Download/magisk_patched.tar.

UNLOCK BOOTLOADER 


5. Reboot to download mode, and flash magisk_patched.tar as AP in odin together with the BL, CP and CSC files

WIPE DATA/FACTORY RESET

Press Power + Volume Down to exit download mode. As soon as the screen turns off, immediately press the combo key to boot to recovery (e.g. on the S10 it is Power + Bixby + Volume Up). Since we want to boot into stock recovery, continue pressing the volume up button until you see the stock recovery screen

Use volume buttons to navigate through the stock recovery menu, and the power button to select an option. Choose Wipe data/factory reset to wipe the data of the device

Reboot system now, and immediately press the combo key to recovery. After seeing the bootloader warning screen, release all buttons so it can boot to the system

After the device is booted up, do the usual initial setup. needs an internet connection

Manually install the magisk app

Magisk manager will ask to do additional setups. Let it do its job and the app will automatically reboot the phone







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