One cheap optimization for the compile overhead case: skip commits that only touch files unrelated to the failing test. If you know the test's dependency chain, any commit that doesn't touch that chain gets prior weight zero. Equivalent to git bisect skip but automatic. Cuts the search space before you compile anything.