August to October 2026
I worked on a knowledge base with vector retrieval so a copilot could draw on the same underlying content. I also implemented an agentic documentation pipeline that scanned engineering repositories, identified code changes, and drafted updated knowledge-base articles for human review before publication.
The draft-to-publication boundary mattered. Article generation ran regularly, while people remained responsible for reviewing and publishing the resulting content.
Decisions
Use a shared knowledge foundation
Connect the copilot to retrieval over the knowledge base.
Keep publication with people
Scan engineering repositories for code changes, draft knowledge-base updates, and retain human review before publishing.
Collaborators
- Human reviewers: Reviewed generated articles and controlled publication.