A definitive engineering guide to ensuring safety, correctness, and reliability in production.

In a traditional software system, input and output are predictable. You define a schema, validate it, and the system behaves within those bounds. Generative AI (GenAI) breaks this paradigm by introducing probabilistic outputs. An LLM is a "black box"...