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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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upgrade unsupported Lumia to redstone 3 [1709]

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Hey there! If you have an old Windows phone lying around or if you're still using a Windows phone and want to get the latest w10 build 1709 on a Lumia Windows phone that's no longer supported for updates, just follow these steps to upgrade.

First, download the interop tools from here

No need to worry about registry providers with these interop tools. Just use the "this device" option during app setup. Make sure you have development mode enabled on your Lumia.

Next, go to the "registry browser" and make the following edits:

- HKLM\SYSTEM\Platform\DeviceTargetingInfo
    - PhoneModelName: Lumia 950 XL

- HKLM\System\Platform\DeviceTargetingInfo
    - PhoneHardwareVariant: RM-1085

- HKLM\Platform\Platform\DeviceTargetingInfo
    - PhoneManufacturerModelName: RM-1085_15217

Once you've made the edits, go ahead and check for updates. That's it!

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