AI Agents

An LLM with hands. What could go wrong?

▶ the lesson · ~35s · narrated · tap for sound

the intro

An agent is an LLM in a loop with tools: the model decides which tool to call, sees the result, and continues until the task is done. The failure modes are loops and hallucinated arguments, so real agents need iteration limits, logging, and validation.

fun fact ✦

Most “AI agents” in production are one prompt, one tool, and a very confident marketing page.

the docs

quick hits about AI Agents

15-second answers · interviews, tips, trivia & hidden gems

🎤 interview

What actually makes it an agent?

📚 tutorial

How do you design a tool?

🔧 useful

Log every agent step?

💎 deep

Why cap agent loops?

🧠 trivia

Are agents everywhere?

🆕 update

What is MCP?