LLMs have made it possible to operate cloud services more effectively and cheaply than ever before. They can assimilate natural language and code, enabling new preventative and remediatory tools. Language models are improving at a breakneck velocity. As the models get better, services that have integrated them into their operations will reap the benefits for free. We explore the most compelling applications in this article, many of which are already being deployed at top tech companies.