v3.1.417 - AI DevOps Framework

What's Changed

• 9364: tighten meta-ads glossary 468→166 lines by @marcusquinn in #11044
• t9357: tighten mermaid CHEATSHEET.md from 476 to 245 lines by @marcusquinn in #11037
• 9353: tighten ads.md swipe file 480→341 lines by @marcusquinn in #11034

Full Changelog: v3.1.416...v3.1.417