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AI Agents from Scratch: Tools, Memory, Loops
Demystify agents by building one: the perceive→decide→act loop, tool design, short- and long-term memory, and the guardrails that keep autonomous systems from doing autonomous damage.
4 sections·9 lessons
What you'll learn
1. What an Agent Actually Is
- The loop that turns a model into an agent
- Video: Build your first AI agent
- Check: the loop
2. Tool Design: The Agent's Real IQ
- Agents are only as smart as their tools
- Check: tools
3. Memory: Beyond the Context Window
- Short-term, long-term, and what to forget
- Check: memory
4. Guardrails & Reliability
- Autonomy you can sleep next to
- Final check: guardrails
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