> Okay I want you to get the latest updates in the knowledge graph using memory, To help please query entities by date. Also read the
  @.claude/task/2025-09-16-backend-test-and-pydantic-issues.md and look at the handoff section so we know what are the next steps. Please follow the workflow process @CLAUDE.md and ultrathink {Is this for the backend or for the frontend}