9 patents filed · 7 papers published

Products that think.

Huri

Developer tools

Compresses MCP tool responses by 90%. Developers add one word to their config. AI gets sharper instantly.

Ember

Format + Runtime

The Grimoire serves 857 cocktails from one Rust binary. This site runs on the same stack. No database. No framework. Just .ember files.

PoP

Provenance

Verified creative process chains. Every decision, every rejection — unforgeable proof of origination.

Different industries. Different audiences. Different stacks. Same engine underneath.

0
Patents filed
0
Patent claims
0
Papers published

Priority date March 30, 2026 · All papers peer-reviewed with DOIs

The engine underneath

Every Binary Soul product is built on .ember — a document format where files are their own database, their own transaction history, their own routing layer.

Traditional
{
  "id": "380c78c0...",
  "bold": false,
  "italic": false,
  "color": "default",
  ...47 more fields
}
5,290 tokens
After Huri
type,id,content
paragraph,b1,"Hello"
heading_2,b2,"Overview"
paragraph,b3,"Details"
~800 tokens
.ember
@page "Overview" id=b1
h2| Overview
p| Hello world
p| Details here
~60 tokens

Same data. Same meaning. 88x more room to think.

Learn about the .ember format

No stack. Just serve.

The Grimoire runs on a single Rust binary. No cloud functions. No ORM. No build pipeline. Write .ember files. Serve them.

PostgreSQLdatabase
Vercelhosting
Supabasebackend
NotionCMS
Rediscache
Next.jsframework
ember-serve

One binary. Reads .ember files off disk. Serves a full production app — profiles, menus, auth, messaging. The file is the database. The format is the API.

0
SQL queries
0
cloud functions
1
binary
<1ms
response

The Grimoire — 835 cocktails, bartender profiles, shareable menus, event planning — runs on this right now. See it live →

New economic primitive

The proof layer

Every Binary Soul product creates. Proof of Provenance verifies — the complete decision chain behind every creation, with unforgeable evidence.

Bitcoin
Proof of Work
Energy spent = consensus earned
Ethereum
Proof of Stake
Capital locked = trust earned
Sigil
Proof of Provenance
Creative journey = origination proven

C2PA proves which tool made it. NFTs prove who owns it. Timestamps prove when it existed. None of them prove how it was made, what was considered and rejected, or why the creator chose this path over that one.

PoP does. 69 patent claims. 46-source survey. Zero prior art.

The discipline

Cognitive Engineering

Context engineering asks what information the model needs. Cognitive engineering asks: what shape does this mind process best?

2022
Prompt Engineering
Single message
2024
Context Engineering
Session window
2025
Intent Engineering
Decision persistence
2026
Cognitive Engineering
The interface between cognitions
R(K, C, O)

Given knowledge K, consumer C, and operation O — what representation maximizes accuracy?

Every MCP response carries metadata nobody reads. Every tool definition includes descriptions the model already knows.

Binary Soul started with a question: why does AI get worse the more tools you give it? The answer was in the wire format — bloated JSON consuming the context window before the conversation even starts. So we stopped working around it and built the fix.

The problem
The workaround
The ecosystem