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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 for s10 [exynos][updated]

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Odin

                                                                             TWRP

                                                                            vbmeta

                                                                        multidisabler


Put the multidisabler zip file on external storage as we're going to format data 

With the device powered off hold volume down, power and Bixby with the phone plugged into USB cable connected to PC to boot into download mode 


Make sure USB debugging is enabled ,about phone, software information, tap build number several times to enable developer options, USB debugging



Long press volume up to unlock bootloader

Open  Odin , connect phone to USB cable , make sure it says 'connected' in Odin

In the AP tab browse to TWRP.tar 

In the CP tab browse to vbmeta.tar 

Tap start 

Immediately hold power, volume up and Bixby to boot straight into TWRP recovery , but let go of power when the phone vibrates

Format data 

In the wipe menu navigate to advanced wipe, format data , type - yes 

Flash the multidisabler.zip


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