A student entering a vast auditorium of master wizards on their first day at the Academy of Wisdom

Demon Hunter Labs / timeless library archive

The Academy
of Wisdom.

One living school for inventors. Read timeless lessons, open the systems, trace the architecture, and take a break with an original Space Detectives mystery.

Explore every project guideJoin the grand openingBrowse the library ↓
12
timeless entries
2
deep system guides
10
architecture maps

System deep dives / Yeho is public

Open the machine.

Learn the architecture, mechanisms, proof, boundaries, and vocabulary behind each system. Every Yeho guide is public. Active members can also open Yodi in full depth.

PUBLIC GUIDE4 lenses

Programming language + native application platform

Yeho

A bounded Windows x64 candidate that turns typed Yeho projects into direct native executables through Forge and Kyber, with a custom retained UI system called YUI. Atlas adds a separately verified Mac developer preview for visual Yeho editing and compiled CPU surface previews.

  • Complete Yeho and YUI atlas with 59 copyable feature lessons
  • The mental model
  • A language built around things and actions
  • Forge and Kyber
Open Yeho deep dive
PAID MEMBER4 lenses

Local AI framework + inspectable intelligence engine

Yodi

A Yeho-native executable intelligence core with typed tensors, deterministic training, held-out tournaments, checkpoints, bounded memory, serving controls, and its first enforced Neural Board manifest.

  • The mental model
  • Learning chambers that can be inspected
  • Logic, Neural, and Fusion Boards
  • Every gear and lever has a name
Unlock Yodi
16 more systems are entering the AcademySee the growing map +

Dolphin

Game engine · Simulation engine · Game

COMING SOON

HD Space Map

App

COMING SOON

Falcon

App

COMING SOON

Magic Chords

App · Music tool

COMING SOON

AudioFlow

App · Audio system

COMING SOON

Nimbus

App · Simulation engine

COMING SOON

Paradox

App · Infinite canvas

COMING SOON

Prototype

App · VR creation

COMING SOON

Squidly

App · AI assistant

COMING SOON

DataChat

App · Data tool · AI assistant

COMING SOON

DynaCapDB

Database

COMING SOON

Starfish

Operating system

COMING SOON

Qube

Computer architecture · Hardware design · Simulator

COMING SOON

Superlink

App · Network platform

COMING SOON

Wave

Digital audio workstation · App

COMING SOON

Wingsuit

Game · Simulation engine

COMING SOON

Interactive architecture maps

See how everything works.

Ten compact doors lead into the complete interactive plates. Select stations, trace routes, inspect evidence, and understand which layer owns each decision.

No expiration dates / every lesson stays useful

Choose your next doorway.

01Systems5 minute guide

Academy field lesson

Source-code licensing for companies and government teams

Understand the source. Decide what your team can build on.

A practical guide to evaluating Demon Hunter Labs source memberships: commercial and public-sector rights, team seats, release scope, and the evidence to request before adoption.

#Source licensing#Companies#Government#Evaluation
Enter lesson ↗
02Systems5 minute guide

Academy field lesson

Evaluating AI-to-SQL software with source access

Use a small, repeatable trial to decide whether a natural-language database tool fits your team.

Evaluate an AI-to-SQL workflow against known answers, query permissions, cancellation, and audit evidence. DataChat provides a concrete Claude-to-SQL Server starting point.

#AI to SQL#SQL Server#Source licensing#Evaluation
Enter lesson ↗
03Systems5 minute guide

Academy field lesson

Testing access-controlled memory for private AI

A relevant memory is only useful when the requesting user is allowed to receive it.

A practical evaluation of owner filtering, expiry, restart, and source attribution in AI memory, using the bounded Yodi and DynaCapDB evidence as a starting point.

#AI memory#Data access#Source licensing#Evaluation
Enter lesson ↗
04Academy6 minute welcome

Academy field lesson

Grand Opening: The Academy of Wisdom Is Alive

The doors are open, the auditorium is roaring, and your first lesson begins with a map, not a pile of code.

Walk into the permanent grand opening of a school for builders who want to understand whole systems, own their tools, and turn impossible ideas into working artifacts.

#Grand Opening#Atlas First#Inventor Mode#Students
Enter lesson ↗
05Academy20 minute wisdom guide
A painted vision of Ezekiel beside the river beneath the living creatures, wheels, fire, rainbow radiance, and the throne of God

Academy field lesson

Wisdom: Plans, Work, Skill, and Understanding

A practical Scripture map for choosing worthy plans, building on the right foundation, sharpening the work, mastering your craft, and seeking understanding.

Study eleven connected teachings about plans, labor, sharpened work, skill, reverence, love, wisdom, prayer, God's glory, and His presence, then turn them into a simple rhythm for how you build and live.

#Wisdom#Scripture#Love#Plans
Enter lesson ↗
06Academy12 minute field guide

Academy field lesson

Flow-Safe Environments: The Architecture of Quality Creativity

Creativity gets sharper when people can concentrate, experiment without humiliation, receive clear feedback, and recover without fear.

Learn how physical, psychological, social, temporal, digital, and task safety create the conditions where flow and high-quality creative work can become more likely.

#Flow State#Creative Quality#Psychological Safety#Deep Work
Enter lesson ↗
07Systems8 minute field lesson

Academy field lesson

Yodi: Build the Mind, Label Every Lever

A useful intelligence system should not become less understandable as it becomes more capable.

Learn why Yodi favors compact specialists, inspectable Neural Boards, bounded memory, explicit evaluation, and documented controls over one mysterious giant model.

#Yodi#Inspectable AI#Neural Boards#Local AI
Enter lesson ↗
08Systems7 minute field lesson

Academy field lesson

Yeho: One Language From Idea to Machine

When you own the language, compiler, UI, packages, and native boundary, the whole stack can learn together.

Follow Yeho source through Forge and Kyber into a native artifact, then see how YUI keeps interface meaning inside the same owned system.

#Yeho#YUI#Programming Languages#Native Software
Enter lesson ↗
09Systems7 minute field lesson

Academy field lesson

DynaCapDB: One Truth, Many Doors

Store an idea once. Find it as a record, relationship, search result, mindmap, SQL row, or authorized Yodi memory.

Meet the compact data capsule that keeps durable records, graph relationships, search, AI context, and ingestion history attached to one canonical truth.

#DynaCapDB#Databases#Yodi Memory#Data Governance
Enter lesson ↗
10Systems9 minute field lesson

Academy field lesson

Dolphin: Own the Engine, Change the World

The engine is not a box beneath the game. It is a living creation system that can change with the idea.

Explore Dolphin’s dockable Studio, coastal lighting, grounded play, and shared engine, with voice, VR, and Bubble World as the next research horizon.

#Dolphin#Game Engine#FPSWars#Bubble World
Enter lesson ↗
11Comics5 minute case
Black-and-white comic illustration of Sera, Jun, and Momo investigating a ghost signal aboard an abandoned space relay

Space Detectives / short comic case

Space Detectives: The Ghost Signal Between Stars

A distress call arrives from empty space. The caller knows Detective Sera Vale’s childhood nickname and warns her not to open locker nine alone.

Sera, Jun, and one snack-obsessed cat drone have eleven minutes to rescue a ship that has not sent its distress call yet.

#Space Detectives#Comic Art#Time Mystery#Short Fiction
Read case ↗
12Comics5 minute case
Comic illustration of Orin, Nemi, and Clink investigating a shattered gravity crown outside an upside-down orbital palace

Space Detectives / short comic case

Space Detectives: The Castle That Fell Upward

A royal palace is falling away from its moon. The last guest checked out sixty years ago, but someone inside keeps ordering breakfast.

Inspector Orin Pike, crystalline archivist Nemi, and brass service robot Clink investigate a runaway palace with a stolen gravity crown.

#Space Detectives#Comic Art#Gravity Mystery#Short Fiction
Read case ↗