Part of the Change Seams series - Instrument once, export anywhere..

Part of the Change Seams series - why args_schema is the most important five lines in your tool definition, and how a contract layer survives model upgrades.

Part of the Change Seams series - architecture patterns for LLM applications that survive the real world.