OpenWALDO: What Open Weights Leave Out of Open-Source AI
Explore model weights, training-data provenance, AI bills of materials, and why inspectable records are different from verified licensing claims.

Straight to the point articles for builders who want clear examples, working patterns, and useful context without the noise.
Explore model weights, training-data provenance, AI bills of materials, and why inspectable records are different from verified licensing claims.

Chargers add up fast. A laptop, phone, watch, tablet, and headphones can leave you with a power strip full of bricks and cables hanging off the desk.
A local-first application catalog on Linux and Docker, with deliberate networking, trusted storage, and clear limits on GPUs, backups, and recovery.
New walkthroughs, practical fixes, and the best KeepItTechie posts from the week.

Choose Home or Security Edition, understand AnonSurf and Rocket, and build a Parrot lab without mistaking a feature walkthrough for a privacy test.

The B50 ran Qwen2.5 7B and AV1 encoding on Arch. Here are the measured results, driver lessons, PCIe limits, and workloads I did not test.

Test one service without its original host, find missing data and credentials, and turn backup schedules into a recovery plan you can actually follow.

Choose a home-server platform by its main responsibility: virtualization, storage, or a flexible mix of media, applications, and VMs.