Practical experiments in AI, automation, private infrastructure, and emerging technology. We build real systems, test emerging technologies, document what works, and publish what we learn.
Testing self-hosted and API-based AI video tools for short-form output — cost per useful result, quality, and repeatable workflow.
Self-hosted camera and detection stack, kept off third-party cloud entirely.
A local-model agent that stays running, holds context, and does real background work.