Vs Tactical Timer: what we learned building Random Tactical Timer

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 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.