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AI Agent Engineering
Roadmap.
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A 10-phase visual roadmap that takes you from LLM fundamentals to production multi-agent systems. Know exactly what to learn and in what order.

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Stop learning random tutorials.

The AI landscape moves fast. This roadmap gives you clarity.

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10-Phase Path

From LLM basics to production deployment — every phase mapped out with the skills you need at each step.

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Learn in Order

Know exactly what to learn next. No wasted time on topics you're not ready for or have already outgrown.

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Built by a Practitioner

Not a theoretical framework. This is the path I followed building real AI agent systems in production.

If any of these sound like you, this roadmap will save you hours of research.

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Engineers

You want to build with LLMs, not just use them. You need a structured path.

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Career Switchers

You're moving into AI engineering and need to know what skills matter and in what order.

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Overwhelmed Learners

The AI landscape is noisy. This roadmap cuts through the noise with a clear 10-step path.

Phases 2–5 of the roadmap are covered hands-on in the AI Agent Engineering course. Build 4 real projects from scratch.