ai-native-product-refounding

In the AI era, product market fit must be constantly "refounded." This framework moves teams away from "blunt instruments" (long roadmaps, rigid PRDs) toward a high-velocity, hands-on approach where the product is shaped by the unique capabilities of evolving models.

Conduct the "Clean Slate" Audit Before adding AI to an existing feature, ask: "If I were founding this company/feature from scratch today with current AI capabilities, what would the native experience be?"

Bifurcate into Fast and Slow Thinking Restructure the team into two distinct modes to prevent infrastructure from slowing down innovation:

インクリメンタルな SaaS 開発から AI ネイティブの製品戦略に移行するためのフレームワーク。このスキルは、AI 時代に向けて既存の製品を「再発見」する必要がある場合、AI 機能の出荷速度を加速する場合、または LLM プリミティブをより実践的に扱えるように製品チームのスキルを向上させる必要がある場合に使用します。 ソース: samarv/shanon。