Lab Notes

Personal technical notes, build logs, and experimental observations.

A high-level note on drone capability, homeland counter-drone limits, distributed sensing, and infrastructure awareness.

A practical breakdown of NPUs, TPUs, GPUs, and edge AI hardware from an engineering and infrastructure perspective.

Experiments using MQTT to connect sensors, automation events, notifications, and lightweight services.

Notes on using a Markdown-driven static site as a durable personal technical notebook.

Notes and lessons learned while working through the coordination side of a large renovation project.

Working through command-driven thermal printing systems, automation workflows, and print integration ideas.

Working through multi-camera depth sensing, point clouds, and real-time spatial analysis.

Experiments with local AI models, VS Code tooling, GPU hardware, and offline workflows.

Experiments with local-first surveillance infrastructure, MQTT events, and lightweight AI workflows.

Experiments focused on improving datum workflows and reducing modeling friction in FreeCAD.

Ongoing experiments with Debian systems, Docker, networking, virtualization, and self-hosted infrastructure.