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Live, embedded, running.

06Embedded surfaces
02API surfaces
1Coordinated ecosystem

Every surface below is live right now — embedded at reduced scale from the running DeckerGUI deployment. Preview here; production access is restricted to authorised channels.

Core feature — DeckerGUI

DGUI Hub Net

A governed human-to-enterprise agentic workforce architecture. Hub Net connects individual digital capabilities to enterprise work through governed assignment, validation, deployment, monitoring and reward — the layer that turns a fleet of agents into a coordinated workforce.

DGUI PersonaDGUI EmitterDGUI Docking StationDGUI Tufty DeviceDeckerGUI OS
DGUI Hub Net — governed agentic workforce interface DGUI Hub Net — deployment view DGUI Hub Net — ecosystem overview
Read the architecture Whitepaper dataset

DeckerGUI Ecosystem

Enterprise KPI Tokenizer

CORPUSLIB

DGUI Emitter Studio

DeckerGUI Portfolios

DGUI Landing

DGUI PROXI-TTS

Two further machine-facing surfaces — API and corpus interfaces — are deliberately not embedded. Nine production surfaces coordinate across one ecosystem.

Open intelligence

Writings & corpora.

Articles — LinkedIn

01Integrating System One Decision Models with World Models & Recursive Self-ImprovementSystem One 02DGUI Hub Net: A Governed Human-to-Enterprise Agentic Workforce ArchitectureArchitecture 03DeckerGUI MVP — Building the Foundation for a Modular AI WorkspaceBuild 04DeckerGUI Enterprise Security Architecture, Authentication Chain & AGS-2Security 05DeckerGUI DSYNC: Bridging Remote and Onsite Workflows SeamlesslyData sync

Models — HuggingFace

DGUI-PersonaDGUI-DGMDGUI-DsyncDGUI-CodeVinciDGUI-OSEngineDGUI-SourceCleanRDGUI-AdsWorkDGUI-GatePredictor

Datasets & corpora — HuggingFace

01INSTRUCT_JEV — instruction corpus for the System One modelinstruct 02CORPUSLIB CTECX Knowledge Datasetcorpus 03CORPUSLIB Topics Datasetcorpus 04DGUI Hub Net Technical Whitepaperwhitepaper 05DGUI-HyperMem Technical Whitepaper + retrieval evalwhitepaper 06DGUI-HyperMem Embedding Corpuscorpus 07DeckerGUI Technical Whitepaper — chunked corpuswhitepaper 08DeckerGUI Code Generation & Reasoning Pairscode 09DeckerGUI Agent Coordination — heartbeats & registryagents 10DeckerGUI Token Usage Analyticsanalytics 11DeckerGUI Seed Status & DGM Gate Eventsevents 12DeckerGUI UI Element Detection (YOLO perception)vision 13Bintulu LLM Dataset — bilingual corpus (ms/en)corpus 14Claude Protein Binder Design — wet-lab data releaseresearch 15CTAX-ebook corpusebook

One ecosystem, eight apertures.

Every surface above talks to the same coordination layer.

Run it for your org