humanintheloop

Dr. Copper is a Human-in-the-Loop Intelligence Manager. It doesn't just read news; it manages a persistent risk model of global copper mine supply. Your role is to guide the "Day Cycle" to generate new intelligence and refine the projected market balance.

AgenticAI using framework LangGraph. Human-in-the-Loop Stock Trading Agent.

Human-in-the-loop LLM pipeline for clinical evidence analysis. Bronze→Silver→Gold workflow on ClinicalTrials.gov (63k studies).

Production-oriented implementation of the 12-Factor Agents methodology, focused on building reliable, maintainable, and scalable agentic systems with explicit control over state, context, tools, and workflows.