What changed today

chore(analytics): weekly attribution feedback update

fix: harden voice callout and free-mode badge behavior

fix: repair revenue workflow dispatches

fix: block unmanaged paid campaign overspend (#1308)

Search intent target

Primary keyword: vs tactical 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.…