ThinkingAgent

Jul 19, 2026 · Artificial Intelligence

AI Infra in Practice #11: Cross‑Cut Release Governance – Full Versioning of Prompts, Models, and RAG

A real‑world incident where a tiny Prompt tweak caused a two‑day outage illustrates why AI systems need CI/CD‑style versioning and gated release for six objects—code, Prompt, model, RAG index, tool schema, and workflow—so that changes are traceable, safely rolled out, and quickly reverted.