What to Monitor in an LLM System — Roadmap Step & Resources
Latency, cost, quality and safety as core monitoring dimensions
- Level: beginner
- Estimated time: 1 days
- Roadmap: LLMOps & AI Infrastructure
Before this step
Study resources
- Hugging Face Documentation (Article) — Official documentation covering model serving, inference tooling and deployment for open-weight models. Background reading/viewing for: What to Monitor in an LLM System.
- Google Cloud Vertex AI Documentation (Article) — Google Cloud's official documentation on monitoring AI systems in production. Relevant to: What to Monitor in an LLM System.
Part of
- Monitoring LLM Systems in Production — section
- LLMOps & AI Infrastructure roadmap — the full learning path