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New Relic report reveals AI-generated code grades higher in review, Yet triggers rise in production incidents

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New Relic recently released its 2026 State of AI Coding report, which reveals a central contradiction in the vibe coding era. While a staggering 94% of leaders rate AI-generated code as higher quality than human-authored code at the time of review, its deployment has triggered a significant operational tax once live. Once this code ships, 78% of respondents report more incidents, 86% report an increase in time senior staff spends fixing code and 74% report at least 25% of AI code needs significant rework when considering the past 12 months. Eighty-two percent experienced at least one production failure tied to AI-generated code in the past six months. Just 19% of organizations report no AI-generated code challenges in this time period.

Conducted in partnership with Hanover Research, the report surveyed U.S. technology leaders at upper mid-market and enterprise companies who use generative and agentic AI in software engineering on its downstream...

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