A production deployment of a real system, defended orally with a written postmortem plan. This lesson sits inside Module II — Deployment — of Infrastructure and Scaling, the course that anchors the AI Engineering program. It is not a survey; it is the specific, working understanding of "Capstone: Ship an AI System" that the rest of the course assumes you carry forward.
- 01Define Capstone: Ship an AI System in the precise sense used across Infrastructure and Scaling.
- 02Recognize when Capstone: Ship an AI System is the correct lens for the situation in front of you, and when it is not.
- 03Apply Capstone: Ship an AI System to a concrete case drawn from Deployment, and defend the result in plain language.
- 04Connect Capstone: Ship an AI System to the adjacent lessons in this module without collapsing the distinctions between them.
The idea, stated plainly
A production deployment of a real system, defended orally with a written postmortem plan. That single sentence is the whole lesson in compressed form. The rest of the reading unfolds it — what it means when the terms are taken seriously, where it comes from, and what work it does inside Infrastructure and Scaling. Read the sentence, then read it again after the sections below; it should carry more weight the second time.
Why it belongs in Deployment
Module II exists because how it actually goes. "Capstone: Ship an AI System" is one of the pillars of that module: without it, the later lessons either become memorization or lose their bite. Notice which earlier lessons this one leans on, and which later lessons will lean on it — the shape of the module is easier to see once you place this piece.
How the School of Artificial Intelligence faculty use it
In practice, working school of artificial intelligence professionals reach for this idea before they reach for a formula or a tool. It is a way of framing the problem so that the right question comes first. The mark of understanding is not that you can recite Capstone: Ship an AI System; it is that you catch yourself using it, unprompted, when the situation calls for it.
Common misreadings
The most frequent error is to treat Capstone: Ship an AI System as a slogan and skip the mechanics. The second most frequent is the opposite — treating the mechanics as the point, when the mechanics are only there to make the idea usable. Both errors collapse the same distinction, and both are correctable by returning to the one-line summary and asking what it actually claims.
- Capstone: Ship an AI System is a working tool, not a slogan.
- Its meaning is set by the module it lives in: Deployment.
- Understanding is demonstrated by unprompted use in the correct situation.
- The adjacent lessons in this module are its natural context; read them together.
Compose the terminal work for Module II of Infrastructure and Scaling. It should bind every lesson in the module into a single artifact that a working practitioner would find useful. Anchor it in Capstone: Ship an AI System and let the other lessons play their supporting roles.
Deliverables
- — A written thesis, no fewer than 3,000 words, arguing a defensible position.
- — A short accompanying presentation suitable for an oral defense.
- — A practical artifact — worksheet, checklist, model, or brief — that a peer could use.
- — A short reflection describing what the work taught you that the lessons alone did not.
Rubric
- — Coherence — the pieces reinforce a single argument.
- — Rigor — claims are supported, sources are named, limitations are declared.
- — Usefulness — a colleague could pick up the artifact and act on it.
- — Voice — the writing has an author; the artifact has a point of view.
- — Durability — the work would remain intelligible five years from now.
Oral Defense
- — Restate the thesis in one sentence.
- — Name the strongest counter-argument and address it directly.
- — Point to the single most surprising thing you learned.
- — Identify what you would change if you were doing the capstone again.
- 211 — Infrastructure and Scaling, Module II: Deployment — The parent module for this lesson. Re-read the module blurb after finishing the lesson.
- The Anabasis Academy — School of Artificial Intelligence, AI Engineering — The wider program this lesson serves; the Certificate in AI Engineering (Practitioner tier). credential ultimately certifies mastery of ideas like this one.