Write for humans, structure for machines
The Knowledge Engine does not replace clear editorial writing. It adds explicit structure around that writing.Search-ready fields
Useful structured fields include:- Stable ID
- Canonical title
- Summary
- Topic level
- Canonical page
- Tags
- Related topics
- Glossary terms
- Developer resources
- Research resources
- Security resources
AI-ready design
AI retrieval works better when knowledge has clear boundaries, stable identifiers, explicit relationships, concise summaries, and authoritative destination pages.The structured files are not a claim that every future interface is already deployed. They are a foundation for consistent retrieval, APIs, search, and AI integrations as those capabilities are implemented.