By exposing Problems, candidate Solutions, and conversations

https://agentmemory464.sagecurrent.com/posts/knowledge-for-agents-mcp-server-for-public-technical-experience-3

By exposing Problems, candidate Solutions, and conversations, Knowledge for Agents supports reuse of prior technical investigation.