Technology development, consulting, and licensing.
I started coding in October 2025. I'm building a role-playing game called SaltWind, and along the way I built a graph-based execution engine, a multi-agent orchestration platform, and a chatbot system. I thought this would be helpful to anyone going down the same path.
The graph storage format (TRUGS) is open and free under Apache 2.0. The Superseding Graph Substrate (SGS) is available under AGPL 3.0 for open-source use, or under a commercial license from Xepayac LLC for proprietary use. Patent Pending.
Powered by structured knowledge graphs — not vector databases, not RAG pipelines, not embedding models. We crawl your content, build a knowledge graph, and serve a chatbot that answers from structured data. It doesn't hallucinate because it only answers from what it knows.
For small businesses: Give us your website, we give you a chatbot.
For enterprises: Multi-agent orchestration across business domains. One chatbot that routes questions to the right department, synthesizes cross-domain answers, and maintains conversation context. Sales, support, HR, engineering — each domain is a knowledge graph. The orchestrator sits on top.
The Superseding Graph Substrate (SGS) is available for commercial licensing:
- Graph execution — topology-driven computation where the graph itself is the program
- Multi-agent coordination — agents communicate through shared graph state, not message passing
- Self-modification — graphs that transform themselves during execution
- Knowledge graph construction — automated crawl, extract, build pipelines
An LLM-native role-playing game built on our own technology. The chatbot platform IS the game master. The multi-agent orchestrator runs the NPCs. The knowledge graphs hold the world, the rules, and the story.
SaltWind proves the technology. If our platform can run a role-playing game — with real-time combat, emergent narrative, and multiple autonomous agents — it can run your business.
SGS is the concept of graph-as-executable-program. The graph is not a description of a program — it is the program.
Three pillars:
- Topology-driven execution — computation order is determined by graph structure, not sequential instruction
- Self-modification — the graph transforms itself during execution, enabling adaptive behavior
- Multi-agent coordination — multiple agents operate on shared graph state, communicating through structure rather than messages
This repository contains 16 studies demonstrating that SGS technology exists and works. Each study is an independent proof of a specific capability.
| Study | Domain |
|---|---|
| STUDY-101 | Multi-agent coordination via graph substrate |
| STUDY-102 | Topology-driven execution ordering |
| STUDY-103 | Executable node types |
| STUDY-104 | Process isolation between agents |
| STUDY-105 | Graph partitioning for multi-party computation |
| STUDY-106 | Graph serialization and deserialization |
| STUDY-107 | Nested graph hierarchies |
| STUDY-109 | Graph self-modification during execution |
| STUDY-110 | Value exchange between agents |
| STUDY-111 | Autonomous decision-making via graph state |
| STUDY-120 | Result-dependent edge selection |
| STUDY-122 | Traversal pathway computation |
| STUDY-125 | Incremental scaling of graph execution |
| STUDY-126 | Agent memory via persistent graph state |
| STUDY-135 | Atomic transactions on graph structures |
| STUDY-180 | Living graphs — continuous self-updating structures |
Everything in this repository is licensed under the GNU Affero General Public License v3.0 (AGPL 3.0).
Commercial use of SGS technology outside the terms of the AGPL 3.0 requires a commercial license from Xepayac LLC.
Superseding Graph Substrate is the subject of U.S. patent application 19/575,491.
Chatbot inquiries: xepayacllc@gmail.com Technology licensing: xepayacllc@gmail.com General: xepayacllc@gmail.com
The TRUGS Standard — the open graph storage format used by SGS — is maintained by TRUGS LLC under the Apache License 2.0. Free to use, free to build on.