Featured

Building a Fully Local, System-Wide AI Agent CLI on Linux

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...

Pixel Experience for S10 series

Based on android 11

Downloads 





  • Android OS version: 11.0.0_r15
  • Security patch level: November 2020
  • Build author/Device Maintainer: turbolukex5
  • ROM Developer: jhenrique09


Once the device is prepared proceed to boot into TWRP 

Advanced wipe - check the following, swipe right on the slider to confirm

Data
System
Cache
Dalvik cache

Install the rom.zip file you downloaded earlier 

*NOTE* GApps included in the rom.zip 

Beyond0lte = s10e 
Beyond1lte = s10
Beyond1lte = s10+

Install magisk boot image to boot partition 

(Install image , select magiskbootimg.img select boot)

Reboot device 👍

Once you've connected to a network, install magisk manager 

Run environmental setup , let it reboot. 

Rejoice. 🍺


Comments