Documentation

Complete guide to implementing production-grade LLM evaluation with the M.A.G.I. framework, LlamaIndex, LangChain, and Langfuse.

M.A.G.I. Framework Implementation

Complete implementation guide for the M.A.G.I. framework: Measure, Automate, Govern, Improvement.

M

Measure

Quantify quality with targeted metrics for your specific use case

A

Automate

Make quality checks automatic gates in your CI/CD pipeline

G

Govern

Own the framework and keep it current with business needs

I

Improvement

Continuous refinement based on data

Go deeper with the course

Master AI evals with hands-on projects, real case studies, and production-ready templates. From failure taxonomy to CI/CD quality gates.

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