Experiments for
real work.
The lab is where I test ideas before they become services, internal tools, or production workflows.
The emphasis stays practical: workflow clarity, diagnostics, operator feedback, and systems that help people work with better context.
Interview Guard
The Problem
In interviews or support calls, useful answers can drift into long and unfocused responses before the speaker notices.
The Experiment
A live support tool that detects drift signals and suggests short prompts to recover focus, density, and pacing.
Focus Gate
Problem
Too many active chats, tabs, notes, and terminals push a session into context switching instead of progress.
Experiment
Measures active context load and forces a minimal prioritization step before opening more work surfaces.
Topic Orbit
Context gets fragmented across AI chats, docs, notes, and terminals. Every jump costs time and rebuilds intent from scratch.
Experiment
Regroups conversations and materials by workstream so context remains useful instead of becoming noise.
Diagnostics, workflow support, and operator-facing tools that may later become production systems.
3D Designs & Physical Prototyping
Physical design is part of the same toolkit: solve the hardware constraints, prototype the answer, and build functional parts.
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Open full catalog200+ Physical Models
Fixtures, enclosures, supports, custom mounts, and medical prototypes engineered under real mechanical constraints for rapid physical-digital feedback loops.