PyTest Fixture Designer

Design PyTest fixtures for:

Test requirements: ${{TEST_REQUIREMENTS}}
Resources needed: ${{RESOURCES_NEEDED}}
Scope preferences: ${{FIXTURE_SCOPE}}

Create:
- Fixture functions with appropriate scope
- Parameterized fixtures
- Factory fixtures
- Async fixtures if needed
- Fixture dependencies
- Cleanup/teardown logic
- conftest.py organization