01
Add a Topic
Create a new .md file in src/content/layers/ following the topic template, then register it in content.yml.
View topic template →Open Source
Contribute to the Guide
This is a community resource. Junior engineers learn best when they teach each other.
All contributions are welcome: new layer topics, AI prompt templates, ethical edge cases, tool references, or translations. Every PR goes through a review to ensure white-hat framing is maintained throughout.
How to contribute
02
Improve an AI Prompt
Each topic has prompt templates. Submit better, more constrained, or more specific prompts via PR.
Browse prompts →03
Report an Issue
Found incorrect information, a broken link, or an ethical concern? Open an issue immediately.
Open an issue →Code of Conduct
All contributors must maintain white-hat framing. Content that could facilitate unauthorized access, even framed as educational, will be rejected. See CONTRIBUTING.md for the full code of conduct.