https://guides.derekleeds.cloud/categories/agents/Recent content in Agents on Derek's GuidesHugoenSun, 15 Mar 2026 15:52:17 -0500https://guides.derekleeds.cloud/docs/security/sel-cynefin-framework/Fri, 13 Mar 2026 00:00:00 +0000https://guides.derekleeds.cloud/docs/security/sel-cynefin-framework/<p>AI agents need to know two things before acting:</p> <ol> <li><strong>What tools can I use?</strong> (Security Execution Level)</li> <li><strong>How autonomous can I be in this domain?</strong> (Cynefin classification)</li> </ol> <p>This guide shows you how to implement both, with OpenClaw-specific examples and prompts.</p> <h2 id="prerequisites">Prerequisites</h2> <ul> <li>OpenClaw installed and configured</li> <li>Basic understanding of AI agents</li> <li>Familiarity with <a href="https://en.wikipedia.org/wiki/Cynefin_framework">Cynefin framework</a></li> </ul> <h2 id="background">Background</h2> <h3 id="the-problem">The Problem</h3> <p>When you have 150+ agents (like we do after installing Agency), you need answers to:</p>https://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>