Who Really Keeps the Conversation? Understanding LLM Memory Through Raw API Calls

This article reveals a fundamental truth that most LLM developers miss: models have no inherent memory. Developers must manually manage conversation history by sending the complete message array with each API request. By working with raw API calls instead of SDKs, you gain critical visibility into context management—a game-changing realization that transforms how you architect LLM applications.