Pro tip: Credit ratings are ultimately irrelevant for forecasting.

Downgrades often happen AFTER a fundamental deterioration in credit quality.

Issuers pay the agencies to receive the rating.

Ratings can be completely off (see Subprime CLOs, MBS etc)

Ignore the noise.