Generative AI How to design transactional agent AI systems with Langgraph using two-phase commitment, human interruption, and safe rollback by December 31, 2025 December 31, 2025 In this tutorial, we implement an agentic AI pattern using Langgraph that treats reasoning and action as transactional workflows rather than single-shot decisions. We model a two-phase commit system in … 0 FacebookTwitterPinterestEmail