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Choose systems for architecture and reliability, or LLM engineering for model behavior and AI applications. Both assume you can read application code, design an API, and work with data stores. No ML background is required.

Each chapter includes a worked example, an assignment, and a self-review rubric. Time estimates include independent practice. Work in one track, or alternate them using the suggested study sequence.