Building Evaluation Pipelines — LLMOps & AI Infrastructure Roadmap
Automating quality checks on every change
Steps in Building Evaluation Pipelines
- Automated Evaluation Pipeline Design — beginner · Structuring evaluation to run consistently on every change
- LLM-as-Judge Evaluation Techniques — beginner · Using a model to evaluate another model's output at scale
- Combining Automated and Human Evaluation — beginner · Structuring a hybrid evaluation process efficiently
- Evaluation Dataset Management — beginner · Maintaining and evolving test sets over time
- Regression Detection in Evaluation Pipelines — beginner · Automatically flagging when a change makes things worse
Part of
- LLMOps & AI Infrastructure roadmap — the full learning path