Why traditional CI/CD fails for LLMs and release gates to fix it

The article proposes a release-gating approach for LLM pipelines including baseline evals, drift detection, shadow validation, and cost/latency guardrails. It argues that traditional CI/CD is insufficient for catching silent AI regressions.