https://guides.derekleeds.cloud/tags/architecture/Recent content in Architecture on Derek's GuidesHugoenSun, 15 Mar 2026 15:52:17 -0500https://guides.derekleeds.cloud/docs/memory-management/Thu, 12 Mar 2026 00:00:00 +0000https://guides.derekleeds.cloud/docs/memory-management/<p>AI agents without memory are like developers without Stack Overflow - they start fresh every session, forget what they learned, and repeat the same mistakes. This guide shows you how to give your agents a working memory system.</p> <h2 id="why-memory-matters">Why Memory Matters</h2> <p>When you build an AI agent, you quickly run into a basic problem: <strong>the model has no persistence between sessions</strong>. Every conversation starts from zero. Every task requires re-explaining context. Every mistake gets repeated.</p>