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Roadmap

AI Native Engineer Core

Work through the core path in order. Completed courses stay open for review; optional sidequests appear once their parent course is complete.

1

Phase 1

The Model Layer

Understanding LLMs

AI Engineering Mental Models

Complete · 1/1 modules

Review

Conceptual LLM Mechanics

Continue · 0/7 modules

Open
2

Phase 2

The Interface Layer

Working with LLMs

Tokens, Context, And Prompt Budgets

Locked · 0/3 modules

Locked

Embeddings And Semantic Search

Locked · 0/3 modules

Locked
3

Phase 3

The Builder Layer

Building AI Systems

RAG Systems

Locked · 0/4 modules

Locked

Tools, Schemas, And AI Workflows

Locked · 0/1 modules

Locked
4

Phase 4

The Production Layer

Shipping AI Systems

Eval Engineering, Inference, And Production Readiness

Locked · 0/5 modules

Locked