Finite-state machine Knowledge graph concept · also referred to as state machines Mentioned in Agent progress is compounding faster than teams realize X thread · 2025-12-27 Related concepts AI model competition 1 API commoditization 1 Chatbot state management 1 Immutable state 1 LLM API interoperability 1 Open-weight language model 1 Software abstraction 1