Inspired by the ideas from this Cognitive Architecture paper and an insightful Langchain Blog by Harrison Chase.

For production use-case, we're exploring how to create closed-loop, safe agents in healthcare — systems that can reason and execute on patient needs in a secure and reliable way. The key is understanding how these agentic systems should think, the flow of execution in response to patient intent, and ensuring safety through structured, observable loops.