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Guides Apr 13, 2026

Self-Host Whisper: Replace Otter.ai and Rev With Private Speech-to-Text That Never Leaves Your Machine

Step-by-step guide to running OpenAI's Whisper locally for transcription — three approaches from command-line to full web UI, all free and completely private.

Guides Apr 7, 2026

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.

Local AI Mar 18, 2026

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.

Privacy Feb 12, 2026

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.

Privacy Feb 5, 2026

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.

Tests Dec 29, 2025

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.

Tests Dec 29, 2025

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.

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