Tdd

Implement the following feature using Test-Driven Development: $ARGUMENTS

Follow the strict Red-Green-Refactor cycle:

Phase 1: RED - Write Failing Tests

1. Analyze the feature requirements
2. Break the feature into testable behaviors
3. Message the qa-engineer agent to write tests in tests/unit/ or tests/integration/ that:
   • Cover the happy path
   • Cover edge cases and error conditions
   • Mock external dependencies (SSH, WebSocket, Azure SDK, HTTP)
   • Follow Arrange-Act-Assert pattern
   • Use descriptive names (test_<module>_<behavior>_when_<condition>)
4. Run python -m pytest to verify tests FAIL for the right reasons

Phase 2: GREEN - Implement Minimum Code

1. Identify which agent should implement (backend-engineer or platform-engineer)
2. Implement the MINIMUM code to make all tests pass
3. Do NOT over-engineer. Just make the tests green.
4. Run to verify ALL tests pass