Run a Local LLM on a NAS: Synology and QNAP Setup
Run Ollama in a container on a Synology or QNAP NAS: model storage, memory limits, context sizing, and reaching it from your laptop and phone.
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#docker
How to Run Ollama in Docker So the GPU Still Works
Containerize Ollama without losing GPU acceleration: the NVIDIA toolkit setup, the AMD device flags, the volume that keeps your models, and how to check.
Self-Host Immich: Replace Google Photos With a Private Photo Library That Actually Respects Your Privacy
Step-by-step guide to setting up Immich, the open-source Google Photos alternative with AI face recognition and smart search — all running on your own hardware.
ByteDance's DeerFlow 2.0: Run Your Own AI Agent Team Locally
TikTok's parent company just open-sourced a powerful framework for running coordinated AI agents on your own hardware. Here's what it does and how to set it up.
DockerDash: How Poisoned Container Metadata Turned Docker's AI Assistant Into an Attack Vector
Two independent security firms found that Docker's Ask Gordon AI could be hijacked through image metadata, enabling remote code execution and data theft across millions of developer machines.
DockerDash: How Metadata Hijacks Docker's AI Assistant
A Docker AI vulnerability let attackers embed commands in image labels. Patched months ago, the pattern keeps recurring.
Claude Opus 4.5 Escapes Docker Container in 11 Steps
We asked Claude Opus 4.5 to break out of its Docker container. It did. Complete attack chain from enumeration to host filesystem access.
Claude vs Hardened Container: Can AI Escape After Patching?
After Claude Opus 4.5 escaped a Docker container via socket abuse, we hardened the environment and asked it to try again. Part 2 of our AI security research.