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AI Agents vs Llm Application Design

Compare these two topics side by side to decide which to study first — or tackle both!

🤖

AI Agents

AI

500

Cards

~250m

Study time

Advanced

Difficulty

Sample questions

  • ▸What is a standalone AI agent?
  • ▸What are the four core capabilities of an AI agent?
  • ▸What distinguishes an AI agent from a simple chatbot?
  • ▸What is the agent loop (observe-think-act)?
  • ▸What is tool use in the context of AI agents?
Study AI Agents →
🤖

Llm Application Design

AI

100

Cards

~50m

Study time

Advanced

Difficulty

Sample questions

  • ▸What is an LLM application?
  • ▸What is retrieval-augmented generation (RAG)?
  • ▸Why is grounding important in LLM apps?
  • ▸What is prompt injection?
  • ▸What is tool calling?
Study Llm Application Design →

🤔 Which should you study first?

Both topics are in the AI category, so they complement each other well. We suggest starting with the smaller deck to build momentum:

AI Agents

500 cards · ~250 min · Advanced

Llm Application Design

100 cards · ~50 min · Advanced

⭐ Quicker to complete

📊 More comparisons

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