Software EngineeringSTAGE 01SAMPLE
beginnerself pacedFree
Foundation
Set up your tools, learn the essentials, and ship a first small page.
THE SKILL ARMORY · COURSES & STAGE ISLANDS
Every course has a shelf.Every shelf has an island.
Browse the Academy like a working atelier: courses are grouped by world and stage, each with its own bench, references, and GitHub bounty. Start the course, or walk straight to the island.
CHECKING SIGN-IN…
Sample armory. No live courses are published yet, so the shelves below show the preview curriculum. Every card is marked as a sample; no progress is recorded.
BIOME · EMERALD · 5 COURSES
Software Engineering
A five-island route from first foundations to creating real, shippable work.
Software EngineeringSTAGE 02SAMPLE
beginnerself pacedFree
Build
Turn ideas into working projects with guided practice and feedback.
Software EngineeringSTAGE 03SAMPLE
beginnerself pacedFree
Advance
Go deeper with architecture, tooling, and the techniques that scale.
Software EngineeringSTAGE 04SAMPLE
beginnerself pacedFree
Master
Combine craft and judgment to build something meaningful and durable.
Software EngineeringSTAGE 05SAMPLE
beginnerself pacedFree
Create
Share your work, contribute to the village, and make an impact.
BIOME · SAPPHIRE · 6 COURSES
AI Engineering
A six-island route through models, data, evaluation, and production inference.
AI EngineeringSTAGE 01SAMPLE
intermediateself pacedFree
Foundation
Build the math, Python, and model fundamentals that hold up in practice.
AI EngineeringSTAGE 02SAMPLE
intermediateself pacedFree
Data & Models
Shape datasets, choose models, and understand their real limits.
AI EngineeringSTAGE 03SAMPLE
intermediateself pacedFree
Build
Turn models into useful pipelines and working applications.
AI EngineeringSTAGE 04SAMPLE
intermediateself pacedFree
Evaluate
Measure quality, cost, latency, and safety before you ship.
AI EngineeringSTAGE 05SAMPLE
intermediateself pacedFree
Deploy
Serve inference reliably and observe it in production.
AI EngineeringSTAGE 06SAMPLE
intermediateself pacedFree
Extend
Carry your systems into new modalities, tools, and teams.
BIOME · OCHRE · 5 COURSES
Full Stack
A five-island route across interfaces, services, data, and delivery.
Full StackSTAGE 01SAMPLE
beginnerself pacedFree
Foundation
Learn the web platform and build a durable working environment.
Full StackSTAGE 02SAMPLE
beginnerself pacedFree
Frontend
Design accessible interfaces that feel fast and intentional.
Full StackSTAGE 03SAMPLE
beginnerself pacedFree
Backend
Model data, expose services, and handle failure honestly.
Full StackSTAGE 04SAMPLE
beginnerself pacedFree
Data
Connect storage, caching, and the flows that keep a product coherent.
Full StackSTAGE 05SAMPLE
beginnerself pacedFree
Create
Ship a complete product and learn from real use.
BIOME · AMETHYST · 3 COURSES
DevOps & Cloud
A three-island route from foundations to reliable automated operations.
DevOps & CloudSTAGE 01SAMPLE
advancedself pacedFree
Foundation
Understand networks, Linux, and the cloud primitives you build on.
DevOps & CloudSTAGE 02SAMPLE
advancedself pacedFree
Automate
Make delivery repeatable with infrastructure as code and CI pipelines.
DevOps & CloudSTAGE 03SAMPLE
advancedself pacedFree
Master
Operate systems with observability, recovery, and calm incident response.