The architecture of autonomy. Open source frameworks and tools from our internal agentic engineering stack. Code available to select institutional partners.
Engineering the autonomous frontier.
These repositories document the architecture and interfaces of our agentic AI pipelines. We publish structure and specification to advance the field of autonomous systems. Source code is available to select partners.
A persistent agentic AI sidecar for developers. MU/TH/UR orchestrates multi-model AI workflows with a hierarchical governance layer, 5 automation systems that reduce token burn 50 to 70%, 16 native slash commands for Claude Code & OpenCode, a 6-file Soul Framework for persistent AI identity, and a native floating system health monitor. Personality blend: 50% MU/TH/UR · 25% TARS · 25% JARVIS.
A cyberpunk multi-agent AI command center built on OpenClaw. 16 specialist agents (MUTHUR orchestrator, SHIELD security monitor, finance-analyst, deep-research, and 12 more) coordinated via LangGraph/LangChain, secured by an always-on SHIELD security layer, accessible through a Next.js 16 dashboard with 13 pages. 100% local. Ollama inference, SQLite persistence, zero data egress.
A self-contained AI coding agent and data science harness built in Rust. WEYLAND orchestration engine, RALPH Loop execution (25 iterations), 5 specialist agents (Commander, Scout, Builder, Fixer, Oracle), MQ quality scoring, persistent Python DataView kernel (Plotly/Pandas), native Tauri v2 desktop app, full ratatui TUI, and security Containment Guard. Multi-provider: Anthropic, Ollama, xAI.
An institutional-grade alternative to traditional terminals. Five autonomous AI agents (Fundamental, Technical, Sentiment, Risk, Macro) on 63,606 survivorship-bias-free symbols. Options intelligence: 32 systematic strategies, screener, backtester. Deep research swarm with Second Brain (LanceDB + 200+ books). Factor models, vectorbt, VIX surface, macro regimes. DuckDB 204M+ rows for deep factor analysis.
Additional repositories in preparation. Collaboration inquiries welcome.