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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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TWRP 3.4.0-0 for galaxy S10

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Flash the image to recovery partition and reboot to system

Quote from @ianmacd on xda 

Version 3.4.0-1 released for G97[035]F.
After quite some time, TWRP finally gets an upgrade from 3.3.1 to 3.4.0. There are lots of small, incremental improvements here, but nothing terribly exciting.

Changelog

v3.4.0-1_ianmacd for G97[035]F [inc. CTF1 kernel] (2020-06-30)
  • Update TWRP to version 3.4.0.
  • This version is intended for use only with Android 10

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