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AI/TLDR

SYSTEM 06/14 · THE FIELD GUIDE

AI Agents

Models that loop, use tools, remember, and act — the agent loop, MCP, memory, multi-agent systems, and computer use.

5 TRACKS45 ARTICLESbeginner → intermediate

Agent Fundamentals

What an agent actually is, how the loop runs, and whether you need one.

Intro to AI AgentsBEGINNER The ReAct PatternINTERMEDIATE The Agent LoopBEGINNER Agents vs Workflows vs ChatbotsBEGINNER Agentic Workflow PatternsINTERMEDIATE Agent Decision FrameworkINTERMEDIATE Evaluating AgentsINTERMEDIATE Agent Failure ModesINTERMEDIATE Agent Cost & LatencyINTERMEDIATE

Tool Use & Tool Design

Giving agents hands: designing tools, controlling calls, and handling failures.

Tool Use & Function CallsBEGINNER Designing Tool SchemasINTERMEDIATE Web Search & BrowsingINTERMEDIATE Code Execution vs More ToolsINTERMEDIATE Names, Descriptions & GranularityINTERMEDIATE Handling Tool ErrorsINTERMEDIATE Parallel Tool CallsINTERMEDIATE Structured Tool OutputsINTERMEDIATE AG-UI ProtocolINTERMEDIATE

Model Context Protocol (MCP)

The USB-C of AI tools: using, building, and securing MCP servers.

MCP (Model Context Protocol)BEGINNER Building MCP ServersINTERMEDIATE Connecting Your First ServerBEGINNER Build Your Own ServerINTERMEDIATE Tools, Resources & PromptsINTERMEDIATE Transports: stdio vs HTTPINTERMEDIATE MCP vs Function CallingINTERMEDIATE MCP Security RisksINTERMEDIATE MCP Authorization & OAuthINTERMEDIATE Sampling, Roots & ElicitationINTERMEDIATE

Planning & Memory

How agents break down tasks, manage context, and remember across sessions.

Agent PlanningBEGINNER Types of MemoryINTERMEDIATE Short-Term vs Long-TermBEGINNER Long-Term MemoryINTERMEDIATE Context CompactionINTERMEDIATE Reflection & Self-CorrectionINTERMEDIATE Agent Stop ConditionsBEGINNER Scratchpad & Working MemoryBEGINNER Mem0INTERMEDIATE

Multi-Agent Systems & Computer Use

Teams of agents, subagents, and agents that drive a screen — safely.

Multi-Agent SystemsBEGINNER Computer Use AgentsINTERMEDIATE Orchestrator-Worker PatternINTERMEDIATE SubagentsINTERMEDIATE Multi-Agent Failure ModesINTERMEDIATE Computer-Use SafetyINTERMEDIATE Multi-Agent Debate & VotingINTERMEDIATE A2A ProtocolINTERMEDIATE