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Phase 0: Rewrite ffi/src/lib.rs with integer-only core (L8 compliant)
Phase 1: Consolidate Python binding to use FFI instead of direct implementation
Phase 2: Add NumPy dtype plugin with gf_array() and to_float32() helpers
Phase 3: Create cross-language conformance spec
Phase 4: Add migration documentation and whitepaper section 6
All phases complete. See PR for acceptance criteria.