Designing a Shared Workspace for AI Agents
Design a bounded shared workspace for AI agents with versioned state, visible disagreement, and controlled updates. Separate current task state from recovery history and reusable memory.
memory
Building Smart Agents, Reasoning, Memory, and Planning in Production LLM Systems
Introduction Memory defines intelligence in AI systems. Without it, even the best reasoning models repeat themselves, lose context, and make brittle decisions. In this article, we will explore how to build memory-aware ReAct agents using LangChain, LangGraph, and LangMem. You will learn how to retain history, plan across multiple steps, and integrate persistent memory into … Explore: Building Smart Agents, Reasoning, Memory, and Planning in…