Production Evals & Guardrails: LLM-as-a-Judge Scale
📖 Bản tiếng Việt (Vietnamese Edition) Prerequisite: Familiarity with distributed tracing and observability metrics established in Part 9 — Agentic Observability: OpenTelemetry. Part 10 — Production Evals & CI/CD Guardrails: LLM-as-a-Judge at Scale In traditional software development, continuous integration (CI) relies on deterministic unit and integration tests: a function either returns the exact expected struct or it breaks the build. In enterprise GenAI and RAG pipelines, responses are inherently non-deterministic. A subtle system prompt tweak, an updated embedding model, or a re-indexed chunk size can silently introduce catastrophic hallucinations or drop critical context facts without triggering a single compilation error. ...