knowledge management

Examines how AI streamlines infrastructure documentation by extracting knowledge from configs, logs, and tickets to auto-generate inventories, runbooks, and diagrams. Describes CI/CD-driven updates and conversational retrieval, boosting accuracy, compliance, and onboarding. Flags risks like hallucinations and data leakage, urging human review, version control, and governance.