EVERYTHING AIAI engineering, made visual
Visual edition planned
Phase 11 · Lesson 13Build (Capstone)Python2 h17 lessons in phase

Building a Production LLM Application

You have built prompts, embeddings, RAG pipelines, function calling, caching layers, and guardrails. Separately. In isolation. Like practicing guitar scales without ever playing a song. This lesson is the song. You will wire every component from Lessons 01-12 into a single production-ready service. Not a toy. Not a demo. A system that handles real traffic, fails gracefully, streams tokens, tracks costs, and survives its first 10,000 users.

Visual edition planned

This lesson isn’t interactive yet.

It is part of the curriculum and will get the same treatment as Phase 1 — a visual cover, hands-on labs, derivations with numeric checks and a quiz. Until then, the original lesson is the best place to read it:

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