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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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Boot into recovery mode - Samsung oueui 3.0

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Working on Exynos S10 oneui 3.0

If you need to enter recovery/Twrp mode on your Samsung handset and on oneui 3.0 then you are going to need a PC

Turn off, or plug in the handset into PC, press and hold power, bixby & volume up to enter the recovery menu

If the bootloader is unlocked you can wait until the warning screen flashes then quickly let go of power keep holding bixby and volume up until your Samsung boots into Twrp , proceed with flashing, etc.

If you're having trouble, try holding power, bixby, volume down until the phone vibrates, quickly release volume down and hold volume up 




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