The Production Shift: Agent Frameworks, New Tools, and the Contracts That Matter

CrewAI Introduces Persistent Session Memory for Conversational Agents

CrewAI just added native session memory and on-the-fly context summarization. This tackles one of the core pain points for agent builders: the context window tax that makes multi-turn conversations expensive and leaky.