Introduce FastAPI alongside Flask #2715
Description
lbarcziova
Issue body actions
- set up FastAPI within the existing project structure
- ensure it runs alongside Flask without breaking existing functionality
- make sure OpenAPI documentation is generated
- add a basic health check endpoint in FastAPI to verify functionality (see healthz.py)
- migrate system.py (while still preserving the Flask endpoint)
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