This is from https://dstack.ai/blog/2023/06/29/say-goodbye-to-managed-not... Yup, that's why we support dev environments as first-class citizens. Now, also support tasks (for fine-tuning, other batch jobs) and services (deployment, incl. OpenAI compatibility for LLMs).