An AI coding agent, used to write code, needs to reduce your maintenance costs
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Score Breakdown
technical depth 7
novelty 7
actionability 8
community 8
strategic 7
personal 10
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Summary
James Shore argues that AI coding agents must proportionally reduce long-term maintenance costs to avoid overwhelming teams with debt. Using Wisdom of the Crowd estimates (10 days maintenance per month of code in year one, 5 per year thereafter), he shows that 2x code output without halving maintenance leads to a faster productivity cliff. Developers who skim or approve PRs blindly—the "Rock Lobster" scenario—compound the risk, trading short-term speed for permanent indenture.