Where AI Logic Meets
Professional Manufacturing.
Building a unified ecosystem of AI software and the physical hardware that drives them.
Our Mission
Napier Labs is a multidisciplinary design and development studio. We build Micro SaaS solutions for the aquatic hobby, sports analytics, and music production. Our ecosystem extends beyond code—we provide high-quality merchandise designed to reflect the culture of the niches we serve.
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The Architect: Bridging Logic & Matter
I operate as a Vibe Coder—leveraging AI not just as a tool, but as a Physical Prosthetic. In an industry that often demands intense manual dexterity, I use high-level AI logic to bypass physical barriers.
My mission at Napier Labs is to prove that with the right technical infrastructure, physical mobility challenges are no longer a bottleneck to 3.5x business growth.
I don't just write code; I architect systems that transform intent into physical reality.
Vibe Coder
AI as a physical prosthetic—bridging high-level code to real-world manufacturing output
AI Infrastructure
Local training pipelines, agentic systems, and full-stack AI-powered platforms
Physical Production
Industrial cutting, sublimation, and precision hardware operations via Cyberboss Studios
3.5x Growth
Scaled business output despite physical mobility challenges through AI-augmented workflows
What We Build
From precision fleet graphics to AI-printed prototypes — every service is engineered for industrial-grade output with zero compromises.
Fleet & Field Branding
Industrial Vinyl & Magnetics
High-tack trailer magnets and precision fleet graphics. Optimized for 2026 Graphtec industrial standards to ensure zero-fail durability on the job site.
Crew Apparel Cycles
Performance Headwear & Workwear
High-durability hats and apparel for construction professionals. Utilizing Hotronix 360 IQ technology for a zero-scorch, premium finish that lasts.
AI-Driven 3D Manufacturing
Custom Tooling & Prototyping
We use AI-integrated CAD to design and 3D print custom job-site hardware, tool organizers, and rugged prototypes in high-strength ASA/PETG polymers.
Specialized Surface Finishing
Industrial Airbrushing & R&D
High-fidelity surface coatings for specialized hardware, including signature fishing lures and cue restoration. Utilizing Gaahleri Atlantis filtration for unmatched consistency.
Current Setup
The active hardware powering the lab today. Lean, focused, and built for cross-platform development.
Workstation
MacBook Pro
Intel Core i9 — Daily Driver
macOS Development
Primary Build Machine
Mobile Testing
Google Pixel 10 Pro
Pure Android — Primary Test Device
Cross-Platform QA
iOS & Android Validation
Peripherals
Minimalist Desk Setup
Clean & Distraction-Free
Essential Tools Only
Optimized for Focus
// 2026.hardware.roadmap
Puget Systems RTX 5090, Graphtec CE8000-60, Gaahleri Waterfall Booth & UPLIFT Commercial Desk — all pre-optimized for our AI software stack.
{ Projects }
High-impact builds spanning enterprise software, AI manufacturing, and physical production.
Garage Door Sales Pro
Custom Enterprise Sales Solution
A fully deployed, active sales application built for the garage door industry. Streamlines client quoting, order management, and field sales logic.
✦ Developed and deployed using AI-first 'Vibe Coding' methodology.
Vinyl Vision Pro
B2B Manufacturing & Scaling Suite
An AI-powered management platform designed to scale vinyl operations by 3.5x. Features include automated B2B quoting and Graphtec-integrated cut-path logic.
Napier Lab Customz
Hybrid Manufacturing & Design Hub
The production center for 'Signature Series' lures and custom cues. Merges AI-generated aesthetics with high-fidelity physical airbrushing.
Case Study: Universal Impact Driver Holster
The Problem
Construction professionals routinely lose seconds per reach retrieving impact drivers from generic belt clips — clips designed without consideration for tool balance, site debris ingress, or single-hand draw mechanics. At scale across a crew, this compounds into measurable productivity loss and increased tool drop risk on elevated surfaces.
The AI-Driven Solution
Using generative AI-integrated CAD, we modeled a universal holster geometry optimized for the most common impact driver form factors. The AI iterated across 40+ draft geometries in minutes — testing retention angle, draw clearance, and stress distribution at mounting points — before outputting a final production-ready STL. The entire design cycle ran in under 3 hours.
The holster prints in a single-session run on a FDM platform with zero post-processing required. No molds, no tooling setup, no minimum order quantity.
This project demonstrates the shift from manual assembly to automated AI-driven manufacturing. By utilizing 3D printing, we eliminate 95% of the physical labor required to produce high-durability construction hardware.
Technical Diagram
Product photo / CAD render
Need custom job-site hardware or AI-designed tooling for your crew?
Request a Custom Tooling AuditAI-Generative Tooling (In-Development)
Current Subject
Universal Impact Driver Holster
AI-generative CAD design for a universal construction-grade holster. The logical architecture and material spec (ASA polymer, −20°C to 90°C range) are fully defined. Execution of the generative mesh algorithms and real-time physics simulation is blocked at the hardware level.
Current 2019 Intel-based hardware lacks the CUDA Cores and VRAM required to execute the generative AI algorithms and real-time 3D rendering needed for industrial-grade ASA polymers.
Completion of this project requires the 24GB VRAM of an RTX 5090 to handle high-fidelity physics simulations and AI-assisted CAD logic.
Adaptive Construction Gear
Project
Universal Impact Driver Holster
v1.0 — AI PrototypeUtilizing Generative AI and topology optimization to create a high-strength ASA polymer holster for industrial construction environments.
Awaiting 24GB VRAM Hardware for Final Stress Simulation. Current architecture cannot execute high-fidelity topology mesh refinement or CUDA-accelerated FEA solver passes required for production sign-off.
This project serves as our 2026 Flagship Entry into the $2B construction hardware market, specifically targeting the local Amish roofing and framing sectors.
Cyberboss Studios
Co-Owner & Creative Lead
High-impact vinyl, merch, and branding solutions for the modern creator.
Visit StudioPixel Shrimp
Founder & Lead Dev
A tech-driven aquarium ecosystem merging SaaS analytics with premium biological conditioners.
Enter the Lab