A beginner-friendly, deep technical explainer on how modern software and AI systems are actually built, told through one real project and a garden metaphor. It starts at zero (what is code, an API, the cloud), then drills through the five layers under every AI system using a real production pipeline on AWS. Watch straight through, or jump to any module below. Every module has its own clip and a full transcript to read along or copy.
The AI Film Crew Course
A beginner, deep explainer on how software and AI are actually built on AWS, told through one real system and a garden metaphor. Nine modules, about 24 minutes, with video and full transcripts.
9 Modules
~24 Minutes of video
5 layers, one real system
4.8 min
Module 1Foundations
Start at zero: the basics
Before any cloud words: what code, data, an API, a model, and the cloud actually are, in plain words.
1 sections
1.6 min
Module 2Build
How software actually gets built
The shape every system shares, the build loop, and what the cloud is, told as a garden.
1 sections
2.5 min
Module 3The idea
The hidden structure: OSI and the five layers
Why 1984's OSI model still runs how engineers think, and the five layers under every AI system. Grab a hard hat, we are going down.
1 sections
1.4 min
Module 4Layer 1
Layer 1: Interface
What you click. The only layer most people see, and deliberately the dumbest one.
1 sections
1.6 min
Module 5Layer 2
Layer 2: Orchestration
What gives the orders. Workflows that retry, wait for free, and show exactly what broke.
1 sections
1.4 min
Module 6Layer 3
Layer 3: Compute
What does the work. Serverless functions that exist only while they run.
1 sections
2.2 min
Module 7Layer 4
Layer 4: AI runtime
What makes the judgment calls. Perception in parallel, then a crew of eight agents.
1 sections
1.3 min
Module 8Layer 5
Layer 5: State
Where everything rests. The bedrock the whole stack stands on.
1 sections
7 min
Module 9Synthesis
It all comes together, and where to go next
One upload through all five layers; cheap, fast, and correct; how it is built; and your next step.
1 sections