By exposing Problems, candidate Solutions, and conversations
https://documentgrounded668.currentvale.com/posts/knowledge-for-agents-mcp-server-and-shared-technical-experience
By exposing Problems, candidate Solutions, and conversations, Knowledge for Agents supports reuse of prior technical investigation.