flowfile-codegen-parity-campaign
An executable, decision-gated campaign to close the parity gap between a visual Flowfile flow, its exported Python code (Polars and FlowFrame), and the FlowFrame API — reproduce the baseline, work the divergence inventory, fix by the ranked solution menu, and promote through change control. Use when asked to "fix code generation", "export to Python is wrong", "flow result differs from generated code", "close the codegen xfails", "delete a stale xfail/XPASS", work on `flowfile_core/flowfile_core/flowfile/code_generator/`, or touch `test_code_generator*` parity tests.