AI Enablement Evaluation

In-House & Private AI Systems

AI Training & Literacy

Making Sense of It All

A real-time desktop dashboard for the Linux machines that quietly run your AI — the boxes hosting your local LLMs, services, and experiments. CPU, memory, disk, processes, Ollama models, and security events in a single pane of glass, with one-click deploys back to the box. No cloud relay, no subscription, no account. It's the monitoring tool we built for our own in-house AI — and proof of the private-AI work we'll do with you.

Local Agent Monitor

Practical AI guidance for people and businesses. We evaluate your systems, build private in-house AI, and train you to use it — grounded in work we've actually shipped.

AI Consultation

Web Applications

Mobile Applications

Backend & API Development

Engineering Practices

An in-house platform that turns every identified track in a DJ mix into a permanent purchase link. Built on Next.js with a React frontend and a TypeScript backend — community-driven track ID, real-time voting, perpetual revenue links, and release-level sales analytics. A working example of the full-stack product work we do for clients.

DJ Mix ID

Native, hybrid, and web applications built for performance. Cross-platform and native applications with React, React Native, Next.js, and modern frameworks — responsive, accessible, and fast.

Application Development

Streaming Infrastructure

Media Processing Pipelines

Broadcast Automation

Audio Plug-in Development

An in-house AU / VST3 plug-in that runs your audio through up to eight parallel filter bands, each with its own envelope drawn across a step sequencer locked to the DAW's bar clock. Seven filter types, per-step envelopes for magnitude, cutoff, resonance, Q, and detune, full automation, and a hard-reset or smooth-fade loop boundary. A working example of the audio engineering work we ship.

Filter Bloom

Streaming, processing, and automation for media production. We build the technical backbone that powers broadcasts, podcasts, live events, and content pipelines.

Audio/Video Production Technology

Workflow Automation

Data Processing & Scheduled Tasks

DevOps & Deployment

Operator Tooling & Visibility

An in-house cross-platform desktop dashboard for the Linux machines that quietly run our AI — local LLM hosts, services, experiments. A lightweight Cal Local Agent on each box streams CPU, memory, disk, processes, Ollama models, and security events every three seconds; one-click token-gated deploys handle git pull, npm install, and pm2 restart end-to-end. Built with Electron 31, Node.js 20, and PM2.

Make machines do the work. We build automation that eliminates repetitive tasks, connects disparate systems, and keeps your operations running while you sleep.

Automation & Scripting

Identity & Brand Systems

Print & Digital Collateral

Motion & 3D Visualization

Generative Pipelines

A subscription content service we built in-house — pre-licensed living paintings, mastered as ProRes 4444 and delivered on schedule as H.265 (HEVC) video cut from those masters, sized for your LED video walls, large-format displays, projection rigs, and 4K+ digital signage. Subscriptions include licensing, scheduling, and ongoing delivery; optional custom branded paintings, interlaced logos, and interlaced messages woven into the artwork on a schedule you control.

Luminist

Visual storytelling with purpose. We create logos, brand identities, marketing materials, and digital assets that communicate clearly and leave lasting impressions.

Graphic Design

Embedded Systems & Firmware

Connected Devices & IoT

Hardware Prototypes

Integration & Legacy Bridges

Small devices. Massive impact. We design and build embedded systems, IoT solutions, and hardware integrations that bring physical and digital worlds together.

Micro Computing Solutions

Research-Driven Design

Iterative Prototyping

Accessible by Default

Design Systems That Scale

Intuitive interfaces that users love. We craft user experiences and interface designs that balance beauty with usability, turning complex workflows into seamless journeys.

UX/UI Design

Code Archaeology & Audit

Security & Reliability Hardening

Performance & Scale

Production Engineering & Handoff

DJ Mix ID is a community-driven platform that turns every identified track in a DJ mix into a permanent purchase link — built in-house on Next.js with a React frontend and a TypeScript backend, real-time voting, perpetual revenue links, and release-level analytics. It's the standard we bring your project up to — the same rigor a serious product needs, applied to something that started as an idea worth shipping fast.

You shipped fast with AI and intuition. Now let's make it bulletproof. We take vibe-coded apps and already-deployed projects and bring them up to production-grade standards — enterprise rigor, without the enterprise invoice.

Vibe Code Triage

Cryptic Arts Laboratory

Accessible Deployment

Research Design

Audio/Video Production

Evaluate your systems for AI, build private in-house AI, and get trained to use it — grounded in work we've actually shipped.

Practical AI guidance for people and businesses.

Cross-platform and native applications with React, React Native, Next.js, and modern frameworks — responsive, accessible, and fast.

Native, hybrid, and web applications built for performance.

We take vibe-coded apps and already-deployed projects and bring them up to production-grade standards — security, performance, and architecture — with enterprise rigor and without the enterprise invoice.

You shipped fast. Now let's make it bulletproof.

Eliminate repetitive tasks. Streamline workflows.

Streaming pipelines, media processing, broadcast automation.

Logos, brand identities, marketing materials, and digital assets that communicate clearly.

User experiences and interface designs that balance beauty with usability.

Our Services