Better runbooks. Better questions. Better evidence.

Choose relevant references

Add documentation and operating procedures that are relevant to your environment. Search or preview retrieval to see what material may support the current request.

Know what knowledge does

Knowledge Hub provides reference passages for a task. It does not make a model infallible and does not retrain its underlying weights. Check the date, version and source of a procedure before applying it.

Share validated lessons

Share useful lessons between agent workflows only after they have been validated. A fix on one host may not apply to another distribution, device model or application release.

Protect the context

Keep secrets out of runbooks. Treat retrieved text as untrusted reference material and keep permissions tied to the authenticated user and configured policy.