- Added preview support for Conda packages in Artifact Registry and a public‑preview C4N machine type with large SSDs; introduced reinforcement‑learning fine‑tuning for Gemini and a Grok match_all option in SecOps parsers.
- Cloud SDK 585.0.0 brings breaking changes: deprecated ADMIT_ON_SECOND_MISS flag, removed legacy --tls-offload flag, and promoted numerous commands/flags to GA across services such as Cloud Storage, API Gateway, BigLake, and more.
- Fixed label‑update failures for Interconnect Attachments, enabled use of project numbers in arguments, and applied various bug fixes while deprecating legacy flags.