Building AEGIS-AI: An autonomous, zero-emotion stock trading agent powered by Alpaca Paper Trading API and Groq Llama 3.3. Our system features a dynamic multi-agent Bull/Bear debate engine, real-time market sentiment decoding, Plotly interactive charting, and strict automated risk management guardrails (Stop-Loss, Alpha, Beta, and Sortino Ratio tracking).