# AI Development & Agents <div class="callout" data-callout="info"> <div class="callout-title">Category Overview</div> <div class="callout-content"> Building autonomous AI agents, multi-agent systems, and exploring agent development tools and frameworks. </div> </div> --- ## Topics Covered <div class="topic-area"> ### Agent Development - Autonomous systems - Multi-agent architectures - Tool integration - Agent coordination </div> <div class="topic-area"> ### Development Tools - AI coding assistants - Configuration management - Workflow optimization - MCP integration </div> <div class="topic-area"> ### Best Practices - System design - Orchestration patterns - Guardrails - Production deployment </div> --- ## Articles in This Category **8 articles** • Sorted by most recent <div class="latest-articles"> ### [[Pruning Your AI Agent Skills Library|Pruning Your AI Agent Skills Library: A Practical Guide to Skill Consolidation]] *intermediate • 7 min read* Learn how to audit, consolidate, and optimize your AI agent's skills library using practical patterns that reduce overlap and improve reliability. ### [[dspy-programming-language-models-at-scale|DSPy: The Programming Revolution for Language Model Applications]] *intermediate • 5 min read* Deep dive into DSPy, Stanford NLP's framework that provides systematic, programming-first approach to LLM development with 25-65% performance improvements. ### [[anthropic-multi-agent-research-system|Anthropic's Multi-Agent Research System: Engineering Autonomous Scientific Discovery]] *advanced • 5 min read* Deep dive into Anthropic's engineering approach to building a multi-agent research system that autonomously conducts scientific research. ### [[crct-v7-7-roo-code-adaptation|CRCT: A Technical Overview of the Cline Recursive Chain-of-Thought System]] *intermediate • 3 min read* Technical exploration of CRCT, examining how it enhances AI agent memory management and integration with existing codebases. ### [[claude-code-best-practices|Claude Code: Best Practices for Agentic Coding]] *beginner • 7 min read* Comprehensive guide to optimizing your workflow with Claude Code, covering setup customization, effective workflows, and advanced techniques. ### [[building-effective-ai-agents-openai-guide|Building Effective AI Agents: Key Insights from OpenAI's Practical Guide]] *intermediate • 5 min read* Comprehensive analysis of OpenAI's practical guide to building agents, covering foundational concepts, orchestration patterns, and implementation best practices. ### [[manus-im-vs-camel-ai-owl|Manus IM vs CAMEL & AI-OWL: Comparative Analysis of Multi-Agent Research Systems]] *advanced • 5 min read* Comprehensive comparison of Manus IM, CAMEL, and AI-OWL multi-agent research systems, analyzing their approaches to automated scientific research. ### [[mastering-clinerules-configuration|Mastering .clinerules: Advanced Configuration for AI-Assisted Development]] *intermediate • 3 min read* Comprehensive guide to configuring and optimizing .clinerules for enhanced AI-assisted development, including best practices and advanced patterns. </div> --- ## Navigation ### Browse Content - [[index/by-tag|Browse by Tag]] - [[by-date|Browse by Date]] - [[index/by-difficulty|Browse by Difficulty]] - [[index/by-topics|Browse by Topics]] - [[reading-paths|Learning Paths]] ### Other Categories - [[⌂ Cutting-Edge AI|Cutting-Edge AI]] - [[⌂ AI Systems & Architecture|AI Systems & Architecture]] - [[⌂ Practical Applications|Practical Applications]] - [[⌂ Emerging Trends|Emerging Trends]] ### Home - [[⌂ Home|Back to Home]]