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SmartBear

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22:25
2026-08-26
news.ycombinator.com
artificial-intelligence

I estimate reading code costs 2.1x more than writing it

A developer estimates that human code review costs $0.243 per changed line, 2.1 times the $0.114 model spend for an AI agent to produce an accepted changed line, based on a SmartBear/Cisco study, U.S.…

08:01
2026-07-10
blog.stackademic.com
developer-tools

How to Use AI to Code Faster Without Creating Review Debt

Engineers can use AI to code faster without creating review debt by having the AI write a plan first, keeping pull requests under 400 lines, and using fresh agents to validate code before submission. …

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