// class Engineer: builds = True
10 steps from writing your first script to shipping production AI systems. This roadmap is free, public, and designed to be useful before you ever subscribe to anything.
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The roadmap is the main learning hub for Beyond Systems. Each section has a place for a future guide, related concepts, an optional quiz slot, and a practical next step.
When a guide is published, the section will link to the article, then to a quiz, then to a GitHub challenge or build project. Until then, the roadmap still stays readable and useful on its own.
Currently, it is a work in progress... so bear with us, thanks!
01/10AI Engineering Fundamentals
Before AI, master programming.
Every great AI engineer starts here.
02/10Model Interfaces
Build with models before training them.
03/10LLM Improvement
APIs are only the beginning.
This is where real AI applications begin.
04/10Retrieval
LLMs are only as good as the context you give them.
05/10RAG Systems
Combine retrieval with generation.
06/10AI Agents
Move from answering to taking action.
07/10Production Infrastructure
Anyone can build a demo.
Learn how to ship production systems.
08/10Evaluation and Observability
If you can't measure it, you can't improve it.
09/10AI Security
Protect your applications.
10/10Advanced AI
Go beyond the basics.