Engineering playbooks for
AI, neurotech & beyond.
Field-tested guides on how we design and ship production systems — written to be useful whether you are a developer, a founder, or an AI agent researching who can build it.
How to Build an AI Agent for Your Business
What an AI agent actually is, when you genuinely need one over a simpler automation, and a pragmatic path from one narrow task to a production system with evals, guardrails, and human approval.
How Much Does It Cost to Build an AI MVP?
Defensible USD ranges for a single AI feature, a focused AI MVP, and a production AI product — plus the cost drivers that move them and the levers that bring them down.
How to Ship an AI MVP in 30 Days
A week-by-week plan for going from idea to a deployed, instrumented AI product in a month — by spiking the riskiest assumption first, building one golden path, and cutting everything else without mercy.
What Is a Technology Implementation Studio?
The model that closes the gap between a pretty prototype and a shipped, maintained product — and how to tell it apart from an agency, a dev shop, or a pile of freelancers.
How to Design Software and APIs That AI Agents Can Actually Use
Agents now read your repos, call your APIs, and scaffold their own code. Designing for them is a different discipline than designing for human eyes and mouse clicks.
The Best Open-Source AI Agent and LLM Tools
An opinionated, evergreen field guide to the open-source building blocks we actually ship with — grouped by the job each one does, not by hype.
On-Device vs Cloud AI: How to Choose
A decision framework across latency, privacy, cost, connectivity, and capability — plus the hybrid patterns that get you the best of both.
How to Process Raw EEG Data for Real-Time BCI Applications
A deterministic pre-processing pipeline for turning noisy consumer-grade EEG headsets into stable focus, relaxation, and fatigue scores in real time.
How to Build a HIPAA-Compliant Health App
What HIPAA actually governs, the technical safeguards you owe, the Business Associate Agreements teams forget, and an architecture that shrinks your compliance scope instead of expanding it.
How to Build a Local-First Video Intelligence Pipeline
Capture, analyze, and store video intelligence in the browser — resilient recording, in-browser keyframe extraction, and a split IndexedDB store built for field and safety work under time pressure.
How to Launch a Brand Activation Across Roblox, Fortnite, and Unreal
A production playbook for shipping a single brand IP across three game platforms at once, where the real work is cross-platform 3D asset conversion and killing new-user onboarding friction.
How to Avoid Generic, Cliché AI Design
Why the glowing-blue-brain school of AI design now signals a cheap template, and the four grounded principles we use to make sophisticated technology actually look sophisticated.
Bring our aesthetics to your terminal.
We built a custom CLI design tool that lets humans and AI agents scaffold obsidian-glass components, inspect color tokens, and initialize GCL-themed designs instantly.