Testing with pytest

Stub-Driven TDD and layer boundary testing patterns for Python applications.

Core Principle: Stub-Driven TDD

Test at component boundaries, not internal implementation:

Router → Service → Repository → Entity → Database
   ↓        ↓           ↓          ↓
 Test    Test        Test       Test

Follow the Stub → Test → Implement → Refactor workflow: