Architecture Patterns with Python

Validate as little as possible. Read only the fields you need, and don’t overspecify their contents. This will help your system stay robust when other systems change over time. Resist the temptation to share message definitions between systems: instead, make it easy to define the data you depend on. For more info, see Martin Fowler’s article on the Tolerant Reader pattern.