AI-native computer science, taught live.

[ The curriculum ]

Five stages of real systems engineering.

Not a video course you watch alone. Every stage is taught in live, instructor-led classes — small groups capped at 25, where you ask questions, share your screen, and get unstuck by a person. Move at your own pace, retake any class as many times as you want, and instead of exercises you ship more than a dozen real applications — from your first deployed page to production systems running on infrastructure you own.

1. I

   Foundations

   From “what’s an operating system?” to a live, deployed web app in your first hour — then everything running underneath it.

   The shell, filesystem & processesHTTP and TLS, by handGit & GitHub from day oneYour own web serverDeploy to the cloud and to a Linux box you provision & hardenA real-time WebSocket app
2. II

   Systems & Infrastructure

   Design, build, and secure real backend services — and the databases behind them.

   REST API designAuth & secret hygieneSecuring the wire (TLS in depth)Your first production serviceRelational data & indexes — down to the B-tree
3. III

   Production & Reliability

   Make systems you can see into and trust once real users depend on them.

   Structured logging & metricsDistributed tracingDebugging live systemsThe full path of a requestReliability & incident response
4. IV

   AI Engineering

   Build software that thinks — and autonomous agents that ship code on your behalf.

   LLM integrationPrompt & context engineeringEvals & test harnessesTool use / function callingMulti-agent orchestrationThe frontend you command it from
5. V

   Architecture & Scale

   Operate at the deepest level: production at scale, institutional standards, and data treated as a compounding asset.

   Distributed systemsData engineeringSecurity & compliance standardsPlatform integration (payments, webhooks, client portal)Designing systems for extension

Finish all five and you’ve mastered the full stack of a modern software business — from the operating system up to autonomous agents and production scale.

The Academy is the Incubator’s classroom — live instruction for every operator inside an Incubator.