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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 Experience beta - Android 12 for S10 series [guide]

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PixelExperience is an AOSP based ROM, with Google apps included and all Pixel goodies (launcher, wallpapers, icons, fonts, boot animation)


Our mission is to offer the maximum possible stability and security, along with essential and useful features for the proper functioning of the device





If coming from stock check out this post


Also check my unbrick guide 


Be on Q or R firmware - oneui 2x or oneui 3x

Boot into twrp and tap wipe - advanced wipe - format data 

Wipe system - cache - dalvik/Art cache

Tap  install and navigate to Pixel experience zip file 

If you want magisk get the canary zip here and flash it after 





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