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Run local LLMsWhat your hardware can run. Self-host appsImmich, Frigate, Paperless-ngx. Build a homelabDocker, Proxmox, GPUs, NAS. Secure itVLANs, proxies, tunnels. Build with AIAgents and models at home.
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Latest article · 1 Nov 2026 How to Replace the Google TV Launcher Without Root
Free toolOpen → Will it run on your machine? 88.1 tok/s Measured · estimate 75–125 12 runs on 4 of my machines · 10 inside the estimate
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  1. 01RDP Wrapper in 2026: multiple RDP sessions on Windows 10 & 11Setup, plus the rdpwrap.ini fix
  2. 02RDPWrap step by step: Remote Desktop on Windows 10 & 11The original walkthrough
  3. 03Q4_K_M vs Q4_K_S vs IQ4_XS: which GGUF quant to useQuantization explained without the maths
  4. 04Does Immich support Google Coral TPU?The honest answer

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Will it run?Pick a model and your hardwareOpen → Tokens per second calculatorChecked against 12 real runsOpen → GPU compatibility matrixWhich models fit which cardOpen → Hailo-8L vs Google CoralHomelab AI accelerators comparedRead →
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Builder’s Journal · 30 Oct How to Remove the Ads from Your Google TV Home Screen
13 OctI Tested My Local LLM Calculator on Four Machines. It Was Wrong Twice. 11 OctImmich GPU vs CPU: I Timed an RTX 2060 Super Against Two Processors 10 OctI Moved My Home Server From a Xeon Workstation to an Intel NUC in a Day. Here’s What Broke 10 OctImmich Without a GPU: I Timed Search and Face Indexing on an Intel NUC
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From the Builders log

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16 OctMy AI Agent Diffs Yesterday’s Snapshot Before Calling a Price Rise 15 OctMy AI Agent Pulled Another Agent’s Live Edits Before a Deploy 14 OctMy AI Agent Waited Three Days for One Real Alert Email
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