Creative intelligence lab · EST 2025
C r e a t i v e i n t e l l i g e n c e f o r w h a t c o m e s n e x t . An independent research lab exploring design, AI, brands, and the systems shaping what we build next — turning research into frameworks, products, and playbooks for leadership and product teams.
MainArc is led by Deep | Dragoon - a multidisciplinary designer, product thinker, and founder working across product design, brand strategy, creative direction, and AI-native products. The lab publishes creative essays, builds tools for designers, and partners with founders to shape what their teams make next.
Research · MainArc 01· Near Taste MBA
The Taste Stack
A framework for how taste, systems thinking, and AI fluency form the new competitive stack for design teams. And why most teams are running on two layers or less.
Research · MainArc 16· Near Taste MBA
The Taste Machine
Can taste be encoded? I mean encoded, which is a different thing from automated or replicated. Picture a system where the accumulated judgment of experienced designers becomes a living input that AI
Research · MainArc 18· Near Ceiling
The Infinite Canvas
Jakob Nielsen called 2026 the year the shift to generative UI begins. Google shipped generative UI with Gemini 3 last November. The shift is not theoretical. Products are beginning to generate their
Research · MainArc 03· Near Craftkit
The Craft Recession
Everyone is shipping faster. Almost nobody is shipping better. The market is about to learn what happens when you optimize for speed and forget about meaning.
Research · MainArc 04· Near MainArc Creative Intelligence Playbooks
The Agency Funeral
The traditional agency model is dead. Not dying. Dead. AI didn't kill it. AI just made the cause of death obvious. Here's what replaces it.
Research · MainArc 05· Near Design MBA
The Design Misread
Every few years, a respected voice in tech declares design dead. They're always watching the same thing: production getting cheaper. And they always draw the same wrong conclusion. Here's the pattern
Research · MainArc 06· Near Agentic AI Academy
The Builder's Edge
The founder archetype is changing. Non-technical builders with design taste and AI fluency are outshipping engineering-first teams. And the gap is widening every month.
Research · MainArc 07· Near Taste MBA
The Taste Audit
A practical framework for evaluating taste in hiring, partnerships, and self-assessment. Not "do they have good aesthetics." A structured system for testing whether someone can see what's wrong,
Research · MainArc 08· Near Craftkit
The Craft Manual
How to add taste, judgment, and care to a product. Not as an abstraction. As a practice. Layer by layer, decision by decision, pixel by pixel. This is the work that separates products people use from
Research · MainArc 09· Near AI Product Builder Masterclass
The Solo Operator Playbook
One person. AI leverage. Premium rates. How to run a creative practice that earns more than a 15-person agency without becoming one.
Research · MainArc 10· Near MainArc Creative Intelligence Playbooks
The Case Study That Ships
How to write a design case study that actually demonstrates taste, judgment, and skill in the AI era. Plus a full sample you can use as a template.
Research · MainArc 11· Near Field Manual for the Machine Reader
The Resolution Layer
AI can generate a product in an afternoon. It cannot resolve the tension that makes a product good. There is a layer of work between understanding a problem and shipping a solution where every real
Research · MainArc 12· Near AI Native Academy
The Creative Singularity
The moment the gap between "designer who uses AI" and "non-designer who uses AI" closes to zero. When everyone can make anything, the word "designer" stops meaning what it used to. Everyone becomes a
Research · MainArc 13· Near Ceiling
The Design Infrastructure
Design systems tell humans how to build. Design infrastructure tells machines. Most teams have the first. Almost none have the second. That gap is where brand quality goes to die.
Research · MainArc 14· Near AI Product Builder Masterclass
The Attention Recession
AI generated a flood of content. Users learned to skim everything. But attention didn't shrink. It got selective. The products winning now earn attention through restraint. Fewer features, fewer
Research · MainArc 15· Near The Brand Paradox
The Narrative Architecture
Brand isn't storytelling. It's experience architecture: the deliberate design of an emotional sequence that turns a stranger into a user, a user into a believer, and a believer into someone who tells
Research · MainArc 17· Near The Brand Paradox
The AI Native Brand
What does a brand look like when it's born in the AI era? I don't mean a traditional brand that picked up AI tools. I mean one designed from day one to be read by machines, to work with agents, and to
Research · MainArc 19· Near Agentic AI Academy
The Ambient Product
Products without interfaces. They run in the background and make decisions from your preferences, your data and your patterns. No dashboard, no screens, no buttons. So how do you design trust, control
Program
Design MBA ↗
The design career ceiling isn't about skill. It's about vocabulary.
Product
Craftkit ↗
Software should feel like an instrument, not like dragging a couch up stairs.
Program
Taste MBA ↗
Taste without vocabulary loses meetings.
Library
Ceiling ↗
The winning AI products will be the interfaces people trust.
Academy
AI Native Academy ↗
From using AI to working natively with AI.
Academy
Agentic AI Academy ↗
Agents as collaborators, not just tools.
Masterclass
AI Product Builder Masterclass ↗
Learning only counts once it ships.
Field manual
Field Manual for the Machine Reader ↗
Design for agents that parse rather than scroll.
Playbooks
MainArc Creative Intelligence Playbooks ↗
Production is free; judgment isn't.
Research collection
The Brand Paradox ↗
Original arguments, published in public.
CLI tool
Stackmd ↗
Extract the full product DNA from any live URL.
Agent skills
Product Skills ↗
The product thinking layer for AI agents.
Agent system
Everything Design Taste ↗
A taste system for AI agents.
Agent skills
Taste Skills ↗
The invisible decisions that separate good design from great.
Design language
Canon ↗
The canonical design language for AI coding harnesses.
Runtime
Argus ↗
Give your agent eyes.
Figma plugin
Clipform ↗
Design inspiration, native to Figma.
Operator system
Studio ↗
An operator system for design, product and brand work.
CLI
Dragoon Skills ↗
Design intelligence for AI coding agents.
Agent definitions
Creative Agents ↗
Creative counterpressure, not another roster of roles.
Whiteboard
Slate Whiteboard ↗
An infinite whiteboard that stays on your device.
Research toolkit
Agentic Brand Infrastructure ↗
Brand infrastructure for a world of autonomous agents.
UX skills
UX 101 ↗
UX methods, packaged for agents and practitioners.
Generative library
Heatprint ↗
Turn the traces of interaction into generative art.
Visual changelog
RewindUI ↗
Review what an AI agent changed before accepting it.
Creative controls
PatchUI ↗
A synth rack for live UI parameters.
Figma toolkit
Conductor ↗
Design guidance embedded in the tools agents use.
Design intelligence
Meridian ↗
Learn a project's design language before advising it.
Research skills
Research Sharp ↗
Practitioner-level research methods, ready for agents.