Learning paths

Make AI coding a repeatable workflow

Start with a Java and Spring project, then organize the environment and verification rules.

These are suggestions, not required prerequisite courses. Start with the problem you need to solve.

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GitHub Copilot Vibe Coding

If you know basic Java, start by implementing and testing with Copilot.
Explore this course first
Next · optional
Using Claude Code Properly · Harness Engineering

If reviewing AI output is getting harder, organize project rules and checks with Claude Code.
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Expand · optional
Harness · Loop · Graph Engineering

Explore loops and graphs when you need repeated execution and coordinated roles.
Explore the course

GitHub Copilot Vibe Coding: Basic Java syntax, web concepts, and IDE experience. Basic Spring knowledge is helpful.
Using Claude Code Properly · Harness Engineering: Familiarity with Git, npm, and project structure, plus experience with Claude Code or similar AI tools.
Harness · Loop · Graph Engineering: Basic programming, the ability to run code, and experience with AI coding tools such as Claude Code or Cursor.

Need a different starting point?

You can build a website without Java experience or start workflow automation without coding experience.