Open-source AI architecture, cognitive systems, and developer tooling research.
| Type | Project | What It Does | Stack |
|---|---|---|---|
| 🤖 Agentic AI | Sentinel | Autonomous earnings analysis -- 5 LangGraph agents orchestrate Forge + Ref via MCP | Python, LangGraph, LangSmith |
| 📊 AI + Finance | Forge | Financial modeling MCP server -- YAML that LLMs read, write, and validate deterministically | Rust, MCP |
| 🔗 LLM + Data | Ref | Web data ingestion MCP server -- headless Chrome, SPA support, structured JSON for LLM agents | Rust, MCP |
| 🧠 Cognitive AI | DANEEL | Cognitive architecture research (TMI implementation) | Rust, Redis, Qdrant |
| 🌐 Full-Stack | daneel-web | Live WASM observatory into a running cognitive architecture -- timmy.mollendorff.ai | Rust, Leptos, Axum |
| ⚙️ AI DevOps | Asimov | AI session orchestration for coding CLIs | Shell/Bash |
| 📐 Research | Kinship Protocol | Game-theory framework: cooperation as a mathematical attractor | Research |
Personal R&D by Louis C. Tavares -- 20+ year enterprise architecture background, AI engineering.