Nuitka on Windows produces genuine .exe binaries — not CPython bundled in a zip archive. The compilation requires a C compiler (either MSVC or MinGW64), and Windows introduces several platform-specific constraints that don’t exist on Linux or macOS.
This guide covers the complete workflow: compiler setup, platform-specific flags, UPX compression, code signing, and GitHub Actions multi-platform builds that produce Windows, Linux, and macOS artifacts from the same pipeline.
A standard Python Docker image for a FastAPI application typically ranges from 150 MB to 1 GB, depending on the base image and dependencies. A Nuitka-compiled equivalent can drop to under 40 MB using a distroless base, with faster startup and no Python interpreter exposed in the container.
This guide covers the multi-stage build pattern that makes this work reliably.
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