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Agents & Tool Use

Function calling, ReAct loops, MCP, agent memory architectures and evaluation harnesses.

10concepts
51flashcards
85minutes of reading
Start with Agent Frameworks Compared Drill the deck
All levels beginner intermediate advanced
  1. 01 Agent Frameworks Compared LangGraph, CrewAI, AutoGen, and the OpenAI Agents SDK solve different problems; the harder question is whether you need a framework at all. intermediate 9m 5 cards
  2. 02 Model Context Protocol (MCP) The open standard that replaces bespoke per-tool integrations with one protocol, so any compliant client can talk to any compliant server. intermediate 8m 5 cards
  3. 03 Planning and Task Decomposition in Agents Why an LLM that reasons well step by step still fails to produce a valid multi-step plan, and how decomposition, external planners, and replanning close the gap. intermediate 8m 5 cards
  4. 04 Tool Use and Function Calling How models invoke external tools to fetch data, run code, and take actions in the world. intermediate 7m 5 cards