--- title: The Death of Capacity Planning, CodeGood | daily.dev description: Cloud computing promised to eliminate capacity planning through infinite elasticity, but instead made it invisible. Organizations now discover their... canonical: https://daily.dev/posts/the-death-of-capacity-planning-codegood-ojg6o1oic twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: The Death of Capacity Planning, CodeGood | daily.dev og:description: Cloud computing promised to eliminate capacity planning through infinite elasticity, but instead made it invisible. Organizations now discover their... og:url: https://daily.dev/posts/the-death-of-capacity-planning-codegood-ojg6o1oic og:image: https://api.daily.dev/og/posts/OJg6o1OIC.png og:image:alt: The Death of Capacity Planning, CodeGood og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # The Death of Capacity Planning, CodeGood **[CodeGood](https://daily.dev/sources/codegood)** · 12 min read · 0 upvotes · 0 comments ## Summary Cloud computing promised to eliminate capacity planning through infinite elasticity, but instead made it invisible. Organizations now discover their infrastructure limits through production outages and surprise bills rather than proactive planning. Modern capacity planning remains essential but must adapt to cloud characteristics: establishing baselines through load testing, modeling growth patterns, and understanding architectural scaling limits. The cost of avoiding this discipline—wasted infrastructure spending and crisis-driven failures—consistently exceeds the investment in systematic capacity understanding. Mature companies eventually rediscover capacity planning after expensive lessons, while those who maintain the discipline proactively avoid the characteristic pattern of discovering limits during critical moments. ## Full article daily.dev links to this article rather than hosting it. 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