In Agonara, model suggestions and curator drafts never become program content by themselves, accepted content is kept as revisions, and a student's answers are pinned to the revision they answered. How the modules keep their own data apart.
AVSpeechSynthesizer is asynchronous and full of late callbacks. How FolioTell keeps playback correct with pure reducers, effect handlers and utterance tokens.
Coming from banking systems and iOS development, I found the distributed systems metaphor for LLM APIs limiting. Here's a different way to think about state that might help build better agent intuition.
An analysis of the architectural confusion in recent debates about Model Context Protocol versus CLI tools, and a proposed framework for intelligent tool selection based on task determinism.
Building a Pluggable AI Brain: A Modern Chatbot Architecture
Understanding the Architecture of Components