AI assistance: used for draft implementation and test iteration.
Human validation: route/UI Lab/legacy audits; focused AI and alert Maven tests; in-app Browser beta smoke; i18n/CJK/diff checks.
Risk notes: backend-backed CRUD execution smokes still require running backend/provider data; local artifacts remain unstaged.
Add alpha preview docs and validation checklist.
Harden entity topology, signal evidence, and Greptime trace read models.
Add Next topology/entity shell surfaces with shared UI and G6 smoke coverage.
Fix hertzbeat-ai Maven child version model warning.