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AI Agents Engineering

The agent loop, function calling, JSON-schema tool design, MCP, multi-agent orchestration, memory, evals, tracing and safety — everything you need to build, ship and defend agents in production. Built for AI-engineer and agent-engineer interviews.

Readiness0%
Lessons0/15
Cards mastered0/26
Focused study91 min

Roadmap

5 modules
1
Foundations
2
Tools
3
MCP
4
Orchestration
5
Production

Modules

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MODULE 01

What an Agent Actually Is

Agent vs single call vs workflow, the loop, planning and memory.
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🔧MODULE 02 · 🔒

Tool Use & Function Calling

How agents actually do things — and how to keep them from doing the wrong thing.
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🔌MODULE 03 · 🔒

Model Context Protocol

The open standard for wiring tools and data into any agent.
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MODULE 04 · 🔒

Orchestration & Multi-Agent

Single vs multi-agent, plan-and-execute, routing, and the frameworks.
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🛡MODULE 05 · 🔒

Memory, Eval, Safety & Production

Make agents reliable, measurable, safe, and affordable in production.
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