When we started designing The App School curriculum, the question wasn't "what frameworks should we teach?" It was: what does someone who builds real AI apps in production actually need to know?
The answer is different from what most bootcamps and online courses cover. Here's our thinking — and the curriculum we built.
The problem with most AI developer education
Most AI courses fall into one of two traps:
- Theory without practice — teaching LLM internals and ML math without showing how to ship anything
- Demos without depth — "here's a ChatGPT wrapper in 10 lines" without addressing what breaks at scale
Neither creates developers who can build production AI apps.
What production AI app development actually requires
The project-first principle
Every module in The App School is built around a real project. You don't learn Flutter syntax in isolation — you learn it by building the core UI of an AI chat app. You don't learn RAG as a concept — you implement it in a notes app that can answer questions about your saved content.
This is the single most important difference between our curriculum and most online courses. Skills learned while building real things stick. Skills learned in the abstract don't.
The learning path
- Module 1: Flutter Foundations for AI apps — Dart, Flutter widgets, state with Riverpod, async/await, streams
- Module 2: Your first AI app — Gemini integration, streaming UI, chat architecture
- Module 3: Multimodal apps — image input, voice, camera integration
- Module 4: AI Agent development — tool use, multi-step reasoning, agent loops
- Module 5: Data & memory — RAG, vector stores, conversation persistence
- Module 6: Shipping to production — App Store, Play Store, Firebase, CI/CD
Who this is for
The App School is designed for three audiences: intermediate developers who know one platform and want to go multiplatform with AI; experienced mobile developers who haven't worked with LLMs yet; and career changers with software fundamentals who want to specialise in the fastest-growing area of development.
The best time to learn AI app development was two years ago. The second best time is now. The skills gap is real, and it's not closing fast enough.
If this resonates, reach out. Early access to The App School is available now.