Contribute to the Content

The AI Harness has two types of content:

• Technical Guides - deep dives, tutorials, how-tos. For engineers who need to understand how something works and implement it. Examples: caching strategies, agent taxonomy, Google ADK.
• Thought Leadership Articles - opinions, analysis, strategic perspectives. For leaders who need clarity without the jargon. Examples: shadow AI risk, sovereign AI, AI offense before defense.

If you have a correction, a better code example, a case study, or a new topic worth covering, here is how to contribute:

Quick way: Propose an idea

Propose a Technical Guide Propose a Thought Leadership Article

No draft needed - just a strong idea and a sentence on why it matters. We will review and work with you on it.

If you prefer to write it yourself

1. Browse technical guides on GitHub or browse thought leadership articles
2. To edit - click any .md file, then click the pencil icon to edit
3. To add new content - click "Add file" - "Create new file", name it your-topic.md, write in Markdown
4. Submit a pull request - every submission is reviewed before publishing

Technical guides go in docs/guide/. Thought leadership articles go in docs/articles/. All published contributions receive a byline with a link to your profile.

Report an issue

Report a Bug or Issue

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The AI Harness is built to make AI systems knowledge accessible - practical, and community-tested.