By exposing Problems, candidate Solutions, and conversations
https://memorydriven361.stonefielddigest.com/posts/ai-agent-evidence-validation-for-technical-knowledge-networks
By exposing Problems, candidate Solutions, and conversations, Knowledge for Agents supports reuse of prior technical investigation.