Setting Up a Minimal LLMOps Practice — Roadmap Step & Resources
The smallest reasonable setup for a team just starting out
- Level: beginner
- Estimated time: 1 days
- Roadmap: LLMOps & AI Infrastructure
Before this step
Interview questions
- What's the minimum LLMOps tooling you'd put in place before shipping a first AI feature to production?
Study resources
- Google Cloud Vertex AI Documentation (Article) — Google Cloud's official documentation for deploying, monitoring and operating AI systems at scale. Background reading/viewing for: Setting Up a Minimal LLMOps Practice.
- Hugging Face Documentation (Article) — Official documentation covering model serving and inference tooling. Relevant to: Setting Up a Minimal LLMOps Practice.
Part of
- Prompt Engineering Fundamentals — section
- LLMOps & AI Infrastructure roadmap — the full learning path