What changed today chore(analytics): refresh marketing snapshots from wiki-sync chore(analytics): refresh marketing snapshots from wiki-sync chore(analytics): refresh marketing snapshots from wiki-sync test(ci): align device-tests contract test (#1652) Search intent target Primary keyword: under 20 random timer Intent class: commercial BID filter: business potential, intent match, and realistic difficulty AI/LLM flow we used We keep this loop tight: plan -> code -> test -> release gate -> feedback. The key is not bigger prompts, it's strict validation and fast iteration. Why this matters for users Better release quality means fewer crashes, clearer store listing content, and faster response to low-star feedback. That directly improves trust and review quality.…