# AI Systems & Architecture <div class="callout" data-callout="info"> <div class="callout-title">Category Overview</div> <div class="callout-content"> System design patterns, architectural frameworks, and production-ready implementations for AI applications. </div> </div> --- ## Topics Covered <div class="topic-area"> ### System Design - RAG systems - Agent architectures - MCP integration - Tool design </div> <div class="topic-area"> ### Prompt Engineering - Advanced techniques - CoT and ReAct - Structured outputs - LLM comparison </div> <div class="topic-area"> ### Production Systems - Scalability - Content automation - Enterprise AI - System architecture </div> --- ## Articles in This Category **11 articles** • Sorted by most recent <div class="latest-articles"> ### [[AI Systems & Architecture/agentic-content-creation-openai-guide-case-study|Agentic Content Creation: From PDF to Polished Blog in Under a Minute]] *intermediate • 7 min read* Technical deep dive into how AI agents, mode switching, and MCP tools transform raw content into polished, publication-ready blog posts. ### [[AI Systems & Architecture/advanced-prompt-engineering-oncology-ds|Advanced Prompt Engineering for Oncology Data Science: Techniques for Robust AI Systems]] *advanced • 5 min read* Technical deep dive into advanced prompt engineering techniques (CoT, ReAct, Structured Outputs) tailored for oncology data scientists. ### [[AI Systems & Architecture/agentrxiv-automated-toolkit-selection|AgentRxiv: Enabling Automated Toolkit Selection for AI Agents]] *intermediate • 3 min read* Analysis of how AgentRxiv's collaborative research platform revolutionizes automated toolkit selection for AI agents. ### [[AI Systems & Architecture/expert-conductor-prompt-llm-comparison|The Expert Conductor Prompt: A Comparative Analysis of LLM Reasoning Patterns]] *advanced • 9 min read* Comparative analysis of how Claude Sonnet 3.7, Gemini 2.5 Pro, and OpenAI o3 respond to the Expert Conductor prompt for complex problem-solving. ### [[AI Systems & Architecture/manus-im-system-architecture|Inside Manus.im: The Elegant Architecture Behind a Powerful AI Agent]] *advanced • 8 min read* Technical deep dive into the system architecture of Manus.im, revealing how elegant prompt engineering and tool design enable autonomous capabilities. ### [[AI Systems & Architecture/manus-vs-mymanus-system-architecture|Manus.im vs MyManus: A Technical Deep Dive into AI Agent System Architecture]] *advanced • 3 min read* Comprehensive technical comparison of Manus.im and MyManus system architectures, revealing how core components serve different deployment models. ### [[AI Systems & Architecture/ai-agent-platforms-pharma-rd-comparison|AI Agent Platforms for Pharmaceutical R&D: Executive Summary]] *intermediate • 5 min read* Strategic comparison of AI agent platforms for pharmaceutical R&D leaders, focusing on regulatory compliance, data security, and workflow integration. ### [[AI Systems & Architecture/agent-architectures-with-mcp|Agent Architectures with Model Context Protocol: A Technical Survey]] *advanced • 11 min read* Technical survey of architectural patterns for implementing AI agents with Model Context Protocol, including comparative analysis of frameworks. ### [[AI Systems & Architecture/model-context-protocol-implementation|Implementing Model Context Protocol (MCP) Across AI Coding Assistants]] *intermediate • 3 min read* Comprehensive guide to implementing Model Context Protocol (MCP) across different AI coding assistants with practical examples and best practices. ### [[AI Systems & Architecture/custom-modes-quick-start|Creating Custom Modes in Roo Code: A Quick Start Guide]] *beginner • 3 min read* Learn how to create and use custom modes in Roo Code to build specialized AI agents for your development workflow. ### [[AI Systems & Architecture/building-markdown-rag-system|Building a Markdown RAG System: A Practical Guide to Document-Grounded AI]] *intermediate • 3 min read* Detailed walkthrough of building a Retrieval-Augmented Generation (RAG) system for markdown documents with lightweight implementation. </div> --- ## Navigation ### Browse Content - [[index/by-tag|Browse by Tag]] - [[index/by-date|Browse by Date]] - [[index/by-difficulty|Browse by Difficulty]] - [[index/by-topics|Browse by Topics]] - [[index/reading-paths|Learning Paths]] ### Other Categories - [[AI Development & Agents/⌂ AI Development & Agents|AI Development & Agents]] - [[Cutting-Edge AI/⌂ Cutting-Edge AI|Cutting-Edge AI]] - [[Practical Applications/⌂ Practical Applications|Practical Applications]] - [[Emerging Trends/⌂ Emerging Trends|Emerging Trends]] ### Home - [[⌂ Home|Back to Home]]