Project index

Projects & Experiments

Generalized technical explorations, infrastructure experiments, automation notes, CAD tooling, and engineering work from The Labs @ Milchuck.com.

These notes focus on personal exploration, reusable engineering patterns, and conceptual technical work.

Sanitized lab work

Exploration Areas

Featured areas appear first, followed by active research, concepts, and technical notes.

Featured
Vision Systems Active

Multi-Camera Vision & Point Cloud Experiments

Personal experiments with multi-camera vision, depth sensing, point cloud alignment, calibration, and spatial measurement workflows.

Machine VisionDepth CamerasPoint CloudsCalibrationMeasurement3D Data
View project
Featured
Fabrication Concept

Modular Tooling & Motion Concepts

Generalized mechanical design notes around modular tooling, motion systems, fixture concepts, and fabrication-first prototyping.

FabricationToolingMotionFixturesPrototypingMechanisms
View project
Featured
CAD & Tooling Prototype

CAD Workflow & Datum Tooling

Personal CAD workflow experiments focused on datum creation, reference geometry, parametric modeling habits, and small productivity tools.

FreeCADCADParametric ModelingDatum GeometryMacrosDesign Tools
View project
Featured
Infrastructure Active

Local AI & Linux Infrastructure Lab

A personal Linux-based lab environment for experimenting with local AI models, containers, development tools, and repeatable infrastructure setup.

LinuxDebianLocal AIDockerOllamaVS CodeAutomation
View project
AI Workflows Concept

Desktop Puck

A small desktop control puck concept for local tools, shortcuts, automation, and AI-assisted workflows.

desktop-toolslocal-aiworkflowautomationlinuxhardware-interface
View project
Automation Research

MQTT Learning & Packaging Automation Concepts

Personal notes around MQTT messaging, topic design, payload structure, QoS modes, development tools, and generalized automation event workflows.

MQTTPackaging AutomationMessage BrokersMQTT ExplorerHiveMQFrigateEvent Messaging
View project
Workshop Projects Research

Home Build Systems & Contractor Review

Generalized notes around residential build planning, materials selection, contractor review, bid comparison, documentation, and construction decision-making.

Home BuildMaterialsContractorsPlanningChecklistsConstructionSystems Thinking
View project
CAD & Tooling Research

Sweet Home 3D Development Experiments

Personal experiments around Sweet Home 3D, open-source home design tooling, plugin development, floor-plan workflows, and possible bridges between simple layout tools and more structured CAD/BIM thinking.

Sweet Home 3DJavaBIM ConceptsFloor PlansOpen SourceCAD Workflow
View project
Automation Active

Home Automation, Cameras & Local Monitoring

Personal experiments with camera systems, sensor workflows, local monitoring, event detection, dashboards, and practical automation.

Home AutomationCamerasSensorsFrigateMQTTDashboardsLocal Monitoring
View project
Workshop Projects Research

Smart Workshop Planning

Planning notes for a flexible technical workspace that supports fabrication, mechanical work, electronics, software, and experimentation.

WorkshopFabricationLayoutUtilitiesStorageLiftingPlanning
View project