Advisory turns chat into action with Strands Agents, MCP/ACP orchestration, and a hardened financial API on a Dockerized microservices stack. We route across LLMs to balance quality and cost. Personalized Firebase notifications deliver timely, noise-free alerts. Dive into the architecture, agent autonomy, and UX choices that make real-time, user-centric investing possible.