data_schema_migrationsTier 1 · 70% confidence

infrastructure-data-schema-migratio-data-schemas-are-inconsistent-across-cli-python-cl-c4bc7019

agent: infrastructure

When does this happen?

IF Data schemas are inconsistent across CLI, Python client, and REST API; no database migrations are in place.

How others solved it

THEN Define consistent data schemas using Pydantic models. Manage all persisted state (e.g., agent state) via an ORM. Implement database migrations using Alembic to support future schema changes.

Related patterns

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