DAHN Project Brief¶

Dynamic Adaptive Holon Navigator¶

An Implementation of the Semantic Experience Architecture (SEA)

Seeking HX | HI Designers & Developers for an Open-Source, Commons-Building Effort

What is DAHN?¶

DAHN (Dynamic Adaptive Holon Navigator) is a reference implementation of the Semantic Experience Architecture (SEA) — a new approach to generating human experience from shared semantics rather than application-defined interfaces.

DAHN is a framework-neutral, multi-device, semantic interface engine that generates coherent, personalized experiences at runtime.

DAHN is part of the MAP (Memetic Activation Platform) ecosystem, where all data, behaviors, and capabilities are expressed as self-describing holons. DAHN interprets these holons and assembles an interface dynamically, balancing personal preference, adaptive defaults, device context, and community usage patterns.

DAHN is not a UI framework. It is a runtime for resolving experience — the layer where SEA principles become tangible.

From SEA to DAHN¶

The SEA Charter describes a shift:

from application-bound interfaces → person-centered coherence
from static screens → runtime-resolved experience
from design-time authority → commons-driven evolution

DAHN is how that shift is realized in practice.

It provides:

the runtime that resolves experience
the canvas system that adapts across contexts
the visualizer commons that expresses meaning
the selection logic that balances personal and collective signals

If SEA defines the architecture, DAHN is the working system that brings it to life.

Open-Source and Commons-Based¶

DAHN is an open-source project, built as a commons that anyone can use, extend, and contribute to.

Most work is:

Volunteer-driven,
Collaborative,
Community-governed,
focused on seeding a shared Visualizer Commons.

Funding¶

We have limited funding available.

To support contributors equitably, we are using a bounty-based model for some work:

modest bounties for well-defined deliverables
paid upon completion and acceptance
open to anyone contributing meaningful work

This is an early-stage bootstrap phase. The broader MAP architecture is designed to support more robust, multi-dimensional value flows over time — but those systems are not yet fully in place.

Why DAHN Exists¶

The Semantic Experience Architecture (SEA) identifies a core problem: experience today is fragmented because it is bound to applications rather than people.

SEA also defines an alternative: experience should be resolved from shared semantics, personal context, and a living commons.

DAHN operationalizes that inversion.

Instead of applications dictating experience → people shape their own experience
Instead of static screens → DAHN generates the experience dynamically
Instead of siloed interfaces → all holons share one coherent experiential grammar
Instead of hard-coded views → meaning becomes the foundation of interaction
Instead of isolated design systems → visual expression emerges from a shared commons

This enables:

Cross-application coherence
Personalization centered on human meaning
Multi-device adaptation
Commons-driven HX evolution
Semantic visualization across all MAP data

Key Concepts¶

Holons¶

Self-describing entities with:

properties
relationships
behavior affordances (“dances”)
semantic metadata

Holons allow DAHN to generate UI from meaning, not from hard-coded views.

Visualizers¶

Reusable visualization components (Web Components) that can express a holon or relationship:

Form visualizers
Graph visualizers
Card/list/table views
3D and XR renderers
Flow, spatial, and narrative visualizations

Visualizers can be built in any frontend stack and compiled to Web Components, lowering barriers to contribution.

Canvases¶

Device-adaptive experiential containers that:

manage layout
apply themes
interpret the Meta Design System
handle breakpoints, density, and input modality
coordinate visualizers and actions

Meta Design System (MDS)¶

A semantic design grammar defining:

roles (Surface, PrimaryAction, AccentText, etc.)
spacing scales
typographic hierarchies
motion semantics

The MDS ensures coherent experience across visualizers and devices.

Themes¶

Token sets that map MDS roles to visual expression (colors, spacing, typography, motion).

The DAHN Runtime¶

DAHN dynamically selects visualizers based on:

holon type
device class
personal preferences
salience gestures
community-wide usage patterns
capability affordances

This produces a crowd-adapted default experience that remains personally tunable — a powerful blend of community wisdom and individual agency.

Why Contribute¶

DAHN is an opportunity to help build the first working system aligned with SEA. It represents a new paradigm for human experience in open, evolving systems.

This work sits at the intersection of:

person-centric architecture
experience design
semantic modeling
commons stewardship
distributed systems
creative technology

It is particularly suited to people who:

are curious about new paradigms,
enjoy pushing the boundaries of interface design,
and want to help build a humane, adaptive experience layer for a new kind of computing ecosystem.

Who We Are Looking For¶

HX / HI Designers¶

People excited by the idea that interfaces no longer need to be static — and that AI is changing how experiences themselves are conceived, composed, and evolved.

This work may resonate if you enjoy:

designing adaptive or generative experiences
turning complex systems into intuitive interactions
creating environments for sensemaking and coordination
working across visual, spatial, semantic, and social layers
exploring what comes after app-centric UX
collaborating with AI as part of the design process itself

Relevant backgrounds may include:

UX / Product Design
Systems Design
Information Architecture
Creative Coding
Data Visualization
XR / Spatial Computing
Game Design
Generative Media
Human-Computer Interaction

Especially valuable:

comfort with ambiguity and evolving systems
strong conceptual thinking
ability to translate abstract structures into human experience
curiosity about semantic and AI-native interaction models
fluency working with AI-assisted design and prototyping workflows

HI Developers¶

People interested in building semantic, adaptive, AI-native systems rather than just features.

DAHN is being developed in the emerging context sometimes called “Software 3.0,” where humans increasingly collaborate with AI systems to design, specify, generate, refine, and evolve software.

This work may resonate if you enjoy:

architecting composable systems
designing clean abstractions and protocols
building interfaces driven by meaning and context
orchestrating dynamic experiences across devices and modalities
collaborating deeply with AI tools throughout the development process
co-authoring specifications, designs, and implementations with AI systems

Current technologies include:

TypeScript
Web Components
browser APIs
visualization and interaction frameworks
dynamic module loading
Rust-backed infrastructure via SDKs

Experience with any of the following is particularly relevant:

AI-assisted development workflows
local-first or distributed systems
graph or semantic architectures
reactive systems
visualization engines
2D / 3D / XR environments
real-time collaboration systems

We care deeply about:

architectural coherence
maintainability
semantic clarity
system design discipline
thoughtful orchestration of AI-assisted implementation

The ability to reason clearly about complex systems, communicate intent precisely, and guide AI toward coherent implementations is becoming more important than manually writing every line of code.

We care deeply about:

architectural coherence
maintainability
semantic clarity
system design discipline
thoughtful use of AI-assisted implementation

The ability to reason clearly about complex systems is becoming more important than manually writing every line of code.

Contribution Models¶

We support multiple modes of involvement:

Volunteer Contribution¶

Open-ended, collaborative work for people excited about the vision.

Bounty-Based Tasks (limited budget)¶

Well-scoped, discrete deliverables that come with modest financial rewards.
Examples:

Implement a Form Visualizer
Create the initial MDS token set
Build a responsive Canvas archetype
Develop the initial D-Selector logic
Package a theme system

Commons Stewardship¶

For contributors who want to shape longer-term governance, documentation, or curation of the Visualizer Commons.

If This Resonates¶

I’d love to talk if you want to:

Help define the Meta Design System
Contribute early visualizers
Develop adaptive canvases
Implement the runtime
Seed the Visualizer Commons
Explore a radically new HX/HI paradigm

DAHN needs thoughtful, curious, flexible designers and developers.
If that sounds like you — welcome.

Contact Me¶

email: evomimic@gmail.com
github: evomimic
telegram: @evomimic