This acceleration requires specifications: precise descriptions of what the software must do. As AI takes over implementation, specification becomes the core engineering discipline. Writing a specification forces clear thinking about what a system must do, what invariants it must maintain, what can go wrong. This is where the real engineering work has always lived. Implementation just used to be louder.
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無料でGoogle・Meta・YouTube・LinkedIn・TikTok・Microsoft Adsなど186項目にわたるチェック機能を備えたClaude Code向けの包括的な有料広告監査・最適化スキル「Claude Ads」、重み付けスコアリング・並列エージェント処理・業界別テンプレートに対応
Instead of digging through chat history trying to recreate something that worked once, VibeFarm lets you build prompts in organized layers. You can refine wording with interactive tools, experiment with variations, and save complete setups as reusable “VibeCards.” Think of it as turning one-off AI wins into repeatable systems.