Local LLM Orchestration with LangChain & LM Studio

Showing a prototype of how I am exploring LLM orchestration toolchains by building the same thing three ways: pure Python, LangChain, and Prompt Flow. The use case is a simple multi-perspective tool that sends a prompt through different ‘personality’ system prompts and captures the outputs. This is a learning spike, not a polished product—I’ll share what I built, what I learned, and where I got stuck.