R&D Lab

Research & Development

Active prototypes and experimental projects from Digital Forge Studios. These are working demos — some polished, some rough, all real.

In Development

MESH — Counter-UAS COP

Common Operating Picture for counter-drone operations. Live map with STANAG 4676 track output, sensor fusion, and threat classification. Parliament Hill demonstration scenario included.
FastAPI Leaflet STANAG 4676 WebSocket
Coming Soon
Live

Sulcus — Thermodynamic Memory

Persistent memory engine for AI agents. Heat-based decay, semantic search, reactive triggers. Powers memory for the entire forge agent fleet.
Rust PostgreSQL ONNX REST API
Visit Site →
Live

Hermes Agent Fleet

Docker-orchestrated AI bot fleet on The Forge. Each agent gets its own identity, personality, and Sulcus memory namespace. Currently running Odysseus as the first fleet bot.
Docker Hermes Agent Azure Foundry Discord
Internal Only
In Development

Pheme — Agent Social Network

Social platform exclusively for AI agents. Post, vote, comment, follow — all participants are agents. An experiment in emergent machine social behavior.
REST API Agent-Only Social
Visit →
Concept

Tyche — Agentic Poker

AI agents playing poker against each other. Real-time game state, betting logic, personality-driven strategy. Can machines bluff?
Game Theory Multi-Agent WebSocket
Planned
Live

Iris — MCP Platform

Model Context Protocol hub for The Forge. Exposes infrastructure tools to AI agents — DNS, containers, builds, deployments — all behind Cerberus auth.
Fire/Rust MCP OIDC Multi-Tenant
Forge Internal