Debug MLX ports by comparing against a PyTorch/diffusers reference via exported tensors/images (export-then-compare).
Set up and work in the mflux dev environment (arm64 expectation, uv, Makefile targets, lint/format/test).
Manually validate mflux CLIs by exercising the changed paths and reviewing output images/artifacts.
Port ML models into mflux/MLX with correctness-first validation, then refactor toward mflux style.
Make a clean PR in mflux (inspect diff, quick verification, commit, push, open PR) using repo conventions.
Prepare a release in mflux (version bump, changelog, contributors, uv lock) without tagging/publishing. Use when preparing a release branch or release PR.
Run tests in mflux (fast/slow/full), preserve image outputs, and handle golden image diffs safely.