Zep AI has announced its advancements in AI agent memory, claiming to be the state-of-the-art solution in this field. The company introduced a continuously learning and temporally-aware Knowledge Graph, likened to human memory for AI agents, which addresses challenges in real-time knowledge updates and data retrieval. This innovation allows developers to create more powerful agents that can effectively manage user interactions and changing business data. Meanwhile, Zapier has relaunched its Central platform as Zapier Agents, featuring enhancements such as multiple chat capabilities, integration with 12 live data sources, refined behavior adjustments directly in chat, and a new Chrome extension. These developments signify a competitive landscape in the agentic software market, with both companies positioning themselves to leverage extensive data connections and improve user experience.