AI systems
Optional specialization in evaluation, budgets, permissions, and controlled model actions.
Optional specialization after the core engineering path
An AI feature still needs an application contract, permission checks, budgets, observable failures, and a release decision. This specialization applies the earlier application, system-design, and production material to model-backed behavior.
Take it after the core journey when preparing for an AI product or platform role. It is not a prerequisite for conventional coding, backend, frontend, infrastructure, or system-design interviews.
Parts group related chapters. Each lesson has a chapter.lesson address, such as 4.07. Open a title below, or use Next to follow the reading sequence. Within a lesson, On this page lists its sections.
- CH 18
AI evaluation and guardrails
Evaluate AI features, protect permissions, and enforce task budgets.